Lawrence Carin

Publications

  • Lu, Y; Carin, L; Coifman, R; Shain, W; Roysam, B,
    Quantitative Arbor Analytics: Unsupervised Harmonic Co-Clustering of Populations of Brain Cell Arbors Based on L-Measure
    , NeuroInformatics (2014) [10.1007/s12021-014-9237-2] [abs].
  • Kaganovsky, Y; Li, D; Holmgren, A; Jeon, H; MacCabe, KP; Politte, DG; O'Sullivan, JA; Carin, L; Brady, DJ, Compressed sampling strategies for tomography., Optical Society of America Journal A: Optics, Image Science, and Vision, vol 31 no. 7 (2014), pp. 1369-1394 [10.1364/josaa.31.001369] [abs].
  • Ray, P; Zheng, L; Lucas, J; Carin, L, Bayesian joint analysis of heterogeneous genomics data., Bioinformatics, vol 30 no. 10 (2014), pp. 1370-1376 [10.1093/bioinformatics/btu064] [abs].
  • Wang, L; Carlson, DE; Rodrigues, MRD; Calderbank, R; Carin, L,
    A Bregman Matrix and the Gradient of Mutual Information for Vector Poisson and Gaussian Channels
    , IEEE Transactions on Information Theory, vol 60 no. 5 (2014), pp. 2611-2629 [10.1109/TIT.2014.2307068] [abs].
  • Arce, GR; Brady, DJ; Carin, L; Arguello, H; Kittle, DS, Compressive coded aperture spectral imaging: An introduction, IEEE: Signal Processing Magazine, vol 31 no. 1 (2014), pp. 105-115 [10.1109/MSP.2013.2278763] [abs].
  • Liao, X; Li, H; Carin, L,
    Generalized Alternating Projection for Weighted-$\ell_{2,1}$ Minimization with Applications to Model-Based Compressive Sensing
    , SIAM Journal on Imaging Sciences, vol 7 no. 2 (2014), pp. 797-823 [10.1137/130936658] [abs].
  • Padmanabhan, RK; Somasundar, VH; Griffith, SD; Zhu, J; Samoyedny, D; Tan, KS; Hu, J; Liao, X; Carin, L; Yoon, SS; Flaherty, KT; Dipaola, RS; Heitjan, DF; Lal, P; Feldman, MD; Roysam, B; Lee, WM, An active learning approach for rapid characterization of endothelial cells in human tumors., PLoS One, vol 9 no. 3 (2014) [10.1371/journal.pone.0090495] [abs].
  • Xing, Z; Nicholson, B; Jimenez, M; Veldman, T; Hudson, L; Lucas, J; Dunson, D; Zaas, AK; Woods, CW; Ginsburg, GS; Carin, L, Bayesian modeling of temporal properties of infectious disease in a college student population, Journal of Applied Statistics, vol 41 no. 6 (2014), pp. 1358-1382 [10.1080/02664763.2013.870138] [abs].
  • Karumbaiah, L; Saxena, T; Carlson, D; Patil, K; Patkar, R; Gaupp, EA; Betancur, M; Stanley, GB; Carin, L; Bellamkonda, RV, Relationship between intracortical electrode design and chronic recording function., Biomaterials, vol 34 no. 33 (2013), pp. 8061-8074 [10.1016/j.biomaterials.2013.07.016] [abs].
  • Renna, F; Rodrigues, MRD; Chen, M; Calderbank, R; Carin, L, Compressive sensing for incoherent imaging systems with optical constraints, IEEE International Conference on Acoustics Speech and Signal Processing (2013), pp. 5484-5488 [10.1109/ICASSP.2013.6638712] [abs].
  • Zaas, AK; Burke, T; Chen, M; McClain, M; Nicholson, B; Veldman, T; Tsalik, EL; Fowler, V; Rivers, EP; Otero, R; Kingsmore, SF; Voora, D; Lucas, J; Hero, AO; Carin, L; Woods, CW; Ginsburg, GS, A host-based RT-PCR gene expression signature to identify acute respiratory viral infection., Science Translational Medicine, vol 5 no. 203 (2013) [10.1126/scitranslmed.3006280] [abs].
  • Langley, RJ; Tsalik, EL; van Velkinburgh, JC; Glickman, SW; Rice, BJ; Wang, C; Chen, B; Carin, L; Suarez, A; Mohney, RP; Freeman, DH; Wang, M; You, J; Wulff, J; Thompson, JW; Moseley, MA; Reisinger, S; Edmonds, BT; Grinnell, B; Nelson, DR; Dinwiddie, DL; Miller, NA; Saunders, CJ; Soden, SS; Rogers, AJ; Gazourian, L; Fredenburgh, LE; Massaro, AF; Baron, RM; Choi, AM; Corey, GR; Ginsburg, GS; Cairns, CB; Otero, RM; Fowler, VG; Rivers, EP; Woods, CW; Kingsmore, SF, An integrated clinico-metabolomic model improves prediction of death in sepsis., Science Translational Medicine, vol 5 no. 195 (2013) [10.1126/scitranslmed.3005893] [abs].
  • Llull, P; Liao, X; Yuan, X; Yang, J; Kittle, D; Carin, L; Sapiro, G; Brady, DJ, Coded aperture compressive temporal imaging (2013) [abs].
  • Wang, L; Rodrigues, M; Carin, L, Generalized Bregman Divergence and Gradient of Mutual Information for
    Vector Poisson Channels
    (2013) [abs].
  • Chen, B; Polatkan, G; Sapiro, G; Blei, D; Dunson, D; Carin, L, Deep Learning with Hierarchical Convolutional Factor Analysis., IEEE Transactions on Pattern Analysis and Machine Intelligence (2013) [abs].
  • Xing, Z; Nicholson, B; Jimenez, M; Veldman, T; Hudson, L; Lucas, J; Dunson, D; Zaas, AK; Woods, CW; Ginsburg, GS; Carin, L, Bayesian modeling of temporal properties of infectious disease in a college student population, Journal of Applied Statistics (2013) [abs].
  • Henao, R; Murray, J; Ginsburg, G; Carin, L; Lucas, JE, Patient clustering with uncoded text in electronic medical records., AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, vol 2013 (2013), pp. 592-599 [abs].
  • Liu, M; Liao, X; Carin, L, Online expectation maximization for reinforcement learning in POMDPs, International Joint Conference on Artificial Intelligence (2013), pp. 1501-1507 [abs].
  • Liu, M; Liao, X; Carin, L, Online expectation maximization for reinforcement learning in POMDPs, International Joint Conference on Artificial Intelligence (2013), pp. 1501-1507 [abs].
  • Yang, J; Yuan, X; Liao, X; Llull, P; Sapiro, G; Brady, DJ; Carin, L, Gaussian mixture model for video compressive sensing, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings (2013), pp. 19-23 [10.1109/ICIP.2013.6738005] [abs].
  • Renna, F; Calderbank, R; Carin, L; Rodrigues, MRD, Reconstruction of Gaussian mixture models from compressive measurements: A phase transition view, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings (2013), pp. 628-628 [10.1109/GlobalSIP.2013.6736965] [abs].
  • Salazar, E; Bogdan, R; Gorka, A; Hariri, AR; Carin, L, Exploring the mind: Integrating questionnaires and fMRI, 30th International Conference on Machine Learning, ICML 2013 no. PART 2 (2013), pp. 921-929 [abs].
  • Llull, P; Liao, X; Yuan, X; Yang, J; Kittle, D; Carin, L; Sapiro, G; Brady, DJ, Compressive sensing for video using a passive coding element (2013) [abs].
  • Wang, L; Carlson, D; Rodrigues, MD; Wilcox, D; Calderbank, R; Carin, L, Designed measurements for vector count data, Advances in Neural Information Processing Systems (2013) [abs].
  • Han, S; Liao, X; Carin, L, Integrated non-factorized variational inference, Advances in Neural Information Processing Systems (2013) [abs].
  • Carlson, D; Rao, V; Vogelstein, J; Carin, L, Real-time inference for a gamma process model of neural spiking, Advances in Neural Information Processing Systems (2013) [abs].
  • Campbell, T; Liu, M; Kulis, B; How, JP; Carin, L, Dynamic clustering via asymptotics of the dependent Dirichlet process mixture, Advances in Neural Information Processing Systems (2013) [abs].
  • Woods, CW; McClain, MT; Chen, M; Zaas, AK; Nicholson, BP; Varkey, J; Veldman, T; Kingsmore, SF; Huang, Y; Lambkin-Williams, R; Gilbert, AG; Hero, AO; Ramsburg, E; Glickman, S; Lucas, JE; Carin, L; Ginsburg, GS, A host transcriptional signature for presymptomatic detection of infection in humans exposed to influenza H1N1 or H3N2., PLoS One, vol 8 no. 1 (2013) [10.1371/journal.pone.0052198] [abs].
  • Yuan, X; Yang, J; Llull, P; Liao, X; Sapiro, G; Brady, DJ; Carin, L, Adaptive temporal compressive sensing for video, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings (2013), pp. 14-18 [10.1109/ICIP.2013.6738004] [abs].
  • Wang, E; Salazar, E; Dunson, D; Carin, L, Spatio-temporal modeling of legislation and votes, Bayesian Analysis, vol 8 no. 1 (2013), pp. 233-268 [10.1214/13-BA810] [abs].
  • Rajwade, A; Kittle, D; Tsai, TH; Brady, D; Carin, L, Coded hyperspectral imaging and blind compressive sensing, SIAM Journal on Imaging Sciences, vol 6 no. 2 (2013), pp. 782-812 [10.1137/120875302] [abs].
  • Salazar, E; Dunson, DB; Carin, L, Analysis of space-time relational data with application to legislative voting, Computational Statistics and Data Analysis, vol 68 (2013), pp. 141-154 [10.1016/j.csda.2013.06.018] [abs].
  • Karumbaiah, L; Saxena, T; Carlson, D; Patil, K; Patkar, R; Gaupp, EA; Betancur, M; Stanley, GB; Carin, L; Bellamkonda, RV, Relationship between intracortical electrode design and chronic recording function, Biomaterials, vol 34 no. 33 (2013), pp. 8061-8074 [10.1016/j.biomaterials.2013.07.016] [abs].
  • Lu, Y; Trett, K; Shain, W; Carin, L; Coifman, R; Roysam, B, Quantitative profiling of microglia populations using harmonic co-clustering of arbor morphology measurements, Proceedings / IEEE International Symposium on Biomedical Imaging: from nano to macro. IEEE International Symposium on Biomedical Imaging (2013), pp. 1360-1363 [10.1109/ISBI.2013.6556785] [abs].
  • Li, L; Zhang, X; Zhou, M; Carin, L, Nested Dictionary Learning for Hierarchical Organization of Imagery and
    Text
    (2012) [abs].
  • Zhou, M; Carin, L, Augment-and-Conquer Negative Binomial Processes (2012) [abs].
  • Duarte-Carvajalino, JM; Yu, G; Carin, L; Sapiro, G, Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture
    Models
    (2012) [abs].
  • Zhou, M; Chen, H; Paisley, J; Ren, L; Li, L; Xing, Z; Dunson, D; Sapiro, G; Carin, L, Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images., IEEE Transactions on Image Processing, vol 21 no. 1 (2012), pp. 130-144 [10.1109/TIP.2011.2160072] [abs].
  • Carin, L, Dictionary learning for hyperspectral video compressive sensing, Frontiers in Optics, FIO 2012 (2012) [abs].
  • Wu, Q; Carlson, D; Lian, W; Zhou, M; Stoetzner, CR; Kipke, D; Weber, D; Vogelstein, JT; Dunson, D; Carin, L, Sorting Electrophysiological Data via Dictionary Learning & Mixture Modeling, IEEE TBME (2012) [abs].
  • Carson, WR; Rodrigues, MRD; Chen, M; Carin, L; Calderbank, R, How to focus the discriminative power of a dictionary, IEEE International Conference on Acoustics Speech and Signal Processing (2012), pp. 1365-1368 [10.1109/ICASSP.2012.6288144] [abs].
  • Chen, M; Carson, W; Rodrigues, M; Calderbank, R; Carin, L, Communications inspired linear discriminant analysis, Proceedings of the 29th International Conference on Machine Learning, ICML 2012, vol 1 (2012), pp. 919-926 [abs].
  • Silva, J; Carin, L, Active learning for large-scale factor analysis, 2012 IEEE Statistical Signal Processing Workshop, SSP 2012 (2012), pp. 161-164 [10.1109/SSP.2012.6319648] [abs].
  • Duarte-Carvajalino, JM; Yu, G; Carin, L; Sapiro, G, Adapted statistical compressive sensing: Learning to sense gaussian mixture models, IEEE International Conference on Acoustics Speech and Signal Processing (2012), pp. 3653-3656 [10.1109/ICASSP.2012.6288708] [abs].
  • Li, L; Silva, J; Zhou, M; Carin, L, Online Bayesian dictionary learning for large datasets, IEEE International Conference on Acoustics Speech and Signal Processing (2012), pp. 2157-2160 [10.1109/ICASSP.2012.6288339] [abs].
  • Zhou, M; Li, L; Dunson, D; Carin, L, Lognormal and gamma mixed negative binomial regression, Proceedings of the 29th International Conference on Machine Learning, ICML 2012, vol 2 (2012), pp. 1343-1350 [abs].
  • Han, S; Liao, X; Carin, L, Cross-domain multitask learning with latent probit models, Proceedings of the 29th International Conference on Machine Learning, ICML 2012, vol 2 (2012), pp. 1463-1470 [abs].
  • Wang, Y; Carin, L, Lévy measure decompositions for the beta and gamma processes, Proceedings of the 29th International Conference on Machine Learning, ICML 2012, vol 1 (2012), pp. 73-80 [abs].
  • Salazar, E; Cain, MS; Darling, EF; Mitroff, SR; Carin, L, Inferring latent structure from mixed real and categorical relational data, Proceedings of the 29th International Conference on Machine Learning, ICML 2012, vol 2 (2012), pp. 1039-1046 [abs].
  • Chen, X; Zhou, M; Carin, L, The contextual focused topic model, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2012), pp. 96-104 [10.1145/2339530.2339549] [abs].
  • Henao, R; Thompson, JW; Moseley, MA; Ginsburg, GS; Carin, L; Lucas, JE, Hierarchical factor modeling of proteomics data, 2012 IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2012 (2012) [10.1109/ICCABS.2012.6182638] [abs].
  • Silva, J; Carin, L, Active learning for online bayesian matrix factorization, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2012), pp. 325-333 [10.1145/2339530.2339584] [abs].
  • Xing, Z; Zhou, M; Castrodad, A; Sapiro, G; Carin, L, Dictionary learning for noisy and incomplete hyperspectral images, SIAM Journal on Imaging Sciences, vol 5 no. 1 (2012), pp. 33-56 [10.1137/110837486] [abs].
  • Carson, WR; Chen, M; Rodrigues, MRD; Calderbank, R; Carin, L, Communications-inspired projection design with application to compressive sensing, SIAM Journal on Imaging Sciences, vol 5 no. 4 (2012), pp. 1182-1212 [10.1137/120878380] [abs].
  • Ding, M; He, L; Dunson, D; Carin, L, Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process, Bayesian Analysis, vol 7 no. 4 (2012), pp. 813-840 [10.1214/12-BA727] [abs].
  • Zhang, XX; Carin, L, Joint modeling of a matrix with associated text via latent binary features, Advances in Neural Information Processing Systems, vol 2 (2012), pp. 1556-1564 [abs].
  • Ding, X; He, L; Carin, L, Bayesian robust principal component analysis., IEEE Transactions on Image Processing, vol 20 no. 12 (2011), pp. 3419-3430 [10.1109/TIP.2011.2156801] [abs].
  • Murray, JS; Dunson, DB; Carin, L; Lucas, JE, Bayesian Gaussian Copula Factor Models for Mixed Data (2011) [10.1080/01621459.2012.762328] [abs].
  • Henao, R; Thompson, JW; Moseley, MA; Ginsburg, GS; Carin, L; Lucas, JE, Latent protein trees, Annals of Applied Statistics, vol 7 no. 2 (2011), pp. 691-713 [10.1214/13-AOAS639] [abs].
  • Huang, Y; Zaas, AK; Rao, A; Dobigeon, N; Woolf, PJ; Veldman, T; Øien, NC; McClain, MT; Varkey, JB; Nicholson, B; Carin, L; Kingsmore, S; Woods, CW; Ginsburg, GS; Hero, AO, Temporal dynamics of host molecular responses differentiate symptomatic and asymptomatic influenza a infection., PLoS Genetics, vol 7 no. 8 (2011) [10.1371/journal.pgen.1002234] [abs].
  • Chen, M; Carlson, D; Zaas, A; Woods, CW; Ginsburg, GS; Hero, A; Lucas, J; Carin, L, Detection of viruses via statistical gene expression analysis., IEEE Transactions on Biomedical Engineering, vol 58 no. 3 (2011), pp. 468-479 [10.1109/TBME.2010.2059702] [abs].
  • Wang, E; Silva, J; Willett, R; Carin, L, Time-evolving modeling of social networks, IEEE International Conference on Acoustics Speech and Signal Processing (2011), pp. 2184-2187 [10.1109/ICASSP.2011.5946761] [abs].
  • Chen, M; Zaas, A; Woods, C; Ginsburg, GS; Lucas, J; Dunson, D; Carin, L, Predicting viral infection from high-dimensional biomarker trajectories, Journal of the American Statistical Association, vol 106 no. 496 (2011), pp. 1259-1279 [10.1198/jasa.2011.ap10611] [abs].
  • Castrodad, A; Xing, Z; Greer, JB; Bosch, E; Carin, L; Sapiro, G, Learning discriminative sparse representations for modeling, source separation, and mapping of hyperspectral imagery, IEEE Transactions on Geoscience and Remote Sensing, vol 49 no. 11 PART 1 (2011), pp. 4263-4281 [10.1109/TGRS.2011.2163822] [abs].
  • Carin, L; Liu, D; Guo, B, Coherence, compressive sensing, and random sensor arrays, IEEE Antennas and Propagation Magazine, vol 53 no. 4 (2011), pp. 28-39 [10.1109/MAP.2011.6097283] [abs].
  • Carin, L; Baraniuk, R; Cevher, V; Dunson, D; Jordan, M; Sapiro, G; Wakin, M, Learning low-dimensional signal models, IEEE: Signal Processing Magazine, vol 28 no. 2 (2011), pp. 39-51 [10.1109/MSP.2010.939733] [abs].
  • Chen, M; Silva, J; Paisley, J; Wang, C; Dunson, D; Carin, L, Erratum: Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds (IEEE Transactions Signal Processing (2011)) 58,12 (6140-6155)), IEEE Transactions on Signal Processing, vol 59 no. 3 (2011) [10.1109/TSP.2011.2107810] [abs].
  • Zhou, M; Carin, L; Yang, H; Dunson, D; Sapiro, G, Dependent hierarchical beta process for image interpolation and denoising, Journal of Machine Learning Research, vol 15 (2011), pp. 883-891 [abs].
  • Ren, L; Wang, Y; Dunson, D; Carin, L, The kernel beta process, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 (2011) [abs].
  • Zhang, XX; Dunson, DB; Carin, L, Hierarchical topic modeling for analysis of time-evolving personal choices, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 (2011) [abs].
  • Liu, M; Liao, X; Carin, L, The infinite regionalized policy representation, Proceedings of the 28th International Conference on Machine Learning, ICML 2011 (2011), pp. 769-776 [abs].
  • Li, L; Zhou, M; Sapiro, G; Carin, L, On the integration of topic modeling and dictionary learning, Proceedings of the 28th International Conference on Machine Learning, ICML 2011 (2011), pp. 625-632 [abs].
  • Zhang, X; Dunson, DB; Carin, L, Tree-structured infinite sparse factor model, Proceedings of the 28th International Conference on Machine Learning, ICML 2011 (2011), pp. 785-792 [abs].
  • Chen, H; Dunson, DB; Carin, L, Topic modeling with nonparametric Markov tree, Proceedings of the 28th International Conference on Machine Learning, ICML 2011 (2011), pp. 377-384 [abs].
  • Chen, B; Polatkan, G; Sapiro, G; Dunson, DB; Carin, L, The hierarchical beta process for convolutional factor analysis and deep learning, Proceedings of the 28th International Conference on Machine Learning, ICML 2011 (2011), pp. 361-368 [abs].
  • Paisley, J; Carin, L; Blei, D, Variational inference for stick-breaking beta process priors, Proceedings of the 28th International Conference on Machine Learning, ICML 2011 (2011), pp. 889-896 [abs].
  • Ray, P; Carin, L, Nonparametric Bayesian factor analysis of multiple time series, IEEE Workshop on Statistical Signal Processing Proceedings (2011), pp. 49-52 [10.1109/SSP.2011.5967742] [abs].
  • Ray, P; Carin, L, Non-parametric Bayesian modeling and fusion of spatio-temporal information sources, Fusion 2011 - 14th International Conference on Information Fusion (2011) [abs].
  • Wang, E; Silva, J; Willett, R; Carin, L, Dynamic relational topic model for social network analysis with noisy links, IEEE Workshop on Statistical Signal Processing Proceedings (2011), pp. 497-500 [10.1109/SSP.2011.5967741] [abs].
  • Ding, X; Carin, L, Separating background and foregroundin video based on a nonparametric Bayesian model, IEEE Workshop on Statistical Signal Processing Proceedings (2011), pp. 321-324 [10.1109/SSP.2011.5967692] [abs].
  • Li, H; Liao, X; Carin, L, Nonparametric Bayesian feature selection for multi-task learning, IEEE International Conference on Acoustics Speech and Signal Processing (2011), pp. 2236-2239 [10.1109/ICASSP.2011.5946926] [abs].
  • Cramer, C; Carin, L, Bayesian topic models for describing computer network behaviors, IEEE International Conference on Acoustics Speech and Signal Processing (2011), pp. 1888-1891 [10.1109/ICASSP.2011.5946875] [abs].
  • Li, L; Zhou, M; Wang, E; Carin, L, Joint dictionary learning and topic modeling for image clustering, IEEE International Conference on Acoustics Speech and Signal Processing (2011), pp. 2168-2171 [10.1109/ICASSP.2011.5946757] [abs].
  • Zhou, M; Yang, H; Sapiro, G; Dunson, D; Carin, L, Covariate-dependent dictionary learning and sparse coding, IEEE International Conference on Acoustics Speech and Signal Processing (2011), pp. 5824-5827 [10.1109/ICASSP.2011.5947685] [abs].
  • Ren, L; Du, L; Carin, L; Dunson, DB, Logistic stick-breaking process, Journal of Machine Learning Research, vol 12 (2011), pp. 203-239 [abs].
  • Pruteanu-Malinici, I; Ren, L; Paisley, J; Wang, E; Carin, L, Hierarchical bayesian modeling of topics in time-stamped documents., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 32 no. 6 (2010), pp. 996-1011 [10.1109/TPAMI.2009.125] [abs].
  • Ren, L; Dunson, D; Lindroth, S; Carin, L, Dynamic nonparametric bayesian models for analysis of music, Journal of the American Statistical Association, vol 105 no. 490 (2010), pp. 458-472 [10.1198/jasa.2009.ap08497] [abs].
  • Chen, B; Chen, M; Paisley, J; Zaas, A; Woods, C; Ginsburg, GS; Hero, A; Lucas, J; Dunson, D; Carin, L, Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies., BMC Bioinformatics, vol 11 (2010) [10.1186/1471-2105-11-552] [abs].
  • Wang, C; Liao, X; Carin, L; Dunson, DB, Classification with incomplete data using dirichlet process priors, Journal of Machine Learning Research, vol 11 (2010), pp. 3269-3311 [abs].
  • Chen, M; Silva, J; Paisley, J; Wang, C; Dunson, D; Carin, L, Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds, IEEE Transactions on Signal Processing, vol 58 no. 12 (2010), pp. 6140-6155 [10.1109/TSP.2010.2070796] [abs].
  • Cevher, V; Indyk, P; Carin, L; Baraniuk, R, Sparse signal recovery and acquisition with graphical models, IEEE: Signal Processing Magazine, vol 27 no. 6 (2010), pp. 92-103 [10.1109/MSP.2010.938029] [abs].
  • Du, L; Chen, M; Lucas, J; Carin, L, Sticky hidden Markov modeling of comparative genomic hybridization, IEEE Transactions on Signal Processing, vol 58 no. 10 (2010), pp. 5353-5368 [10.1109/TSP.2010.2053033] [abs].
  • Blei, D; Carin, L; Dunson, D, Probabilistic topic models, IEEE: Signal Processing Magazine, vol 27 no. 6 (2010), pp. 55-65 [10.1109/MSP.2010.938079] [abs].
  • Paisley, J; Liao, X; Carin, L, Active learning and basis selection for kernel-based linear models: A bayesian perspective, IEEE Transactions on Signal Processing, vol 58 no. 5 (2010), pp. 2686-2700 [10.1109/TSP.2010.2042491] [abs].
  • Zaas, AK; Chen, M; Hero, AO; Lucas, J; Carin, L; Ginsburg, GS, Response: Improving Development of the Molecular Signature for Diagnosis of Acute Respiratory Viral Infections, Cell Host and Microbe, vol 7 no. 2 (2010) [10.1016/j.chom.2010.02.002] [abs].
  • Wang, E; Liu, D; Silva, J; Dunson, D; Carin, L, Joint analysis of time-evolving binary matrices and associated documents, Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 (2010) [abs].
  • Castrodad, A; Xing, Z; Greer, J; Bosch, E; Carin, L; Sapiro, G, Discriminative sparse representations in hyperspectral imagery, Proceedings / ICIP ... International Conference on Image Processing (2010), pp. 1313-1316 [10.1109/ICIP.2010.5651568] [abs].
  • Zhou, M; Wang, C; Chen, M; Paisley, J; Dunson, D; Carin, L, Nonparametric bayesian matrix completion, 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010 (2010), pp. 213-216 [10.1109/SAM.2010.5606741] [abs].
  • Paisley, J; Zhou, M; Sapiro, G; Carin, L, Nonparametric image interpolation and dictionary learning using spatially-dependent dirichlet and beta process priors, Proceedings / ICIP ... International Conference on Image Processing (2010), pp. 1869-1872 [10.1109/ICIP.2010.5653350] [abs].
  • Chen, B; Paisley, J; Carin, L, Sparse linear regression with beta process priors, IEEE International Conference on Acoustics Speech and Signal Processing (2010), pp. 1234-1237 [10.1109/ICASSP.2010.5495400] [abs].
  • He, L; Chen, H; Carin, L, Tree-Structured compressive sensing with variational bayesian analysis, IEEE Signal Processing Letters, vol 17 no. 3 (2010), pp. 233-236 [10.1109/LSP.2009.2037532] [abs].
  • Paisley, J; Zaas, A; Woods, CW; Ginsburg, GS; Carin, L, A stick-breaking construction of the beta process, ICML 2010 - Proceedings, 27th International Conference on Machine Learning (2010), pp. 847-854 [abs].
  • Paisley, J; Carin, L, A nonparametric Bayesian model for kernel matrix completion, IEEE International Conference on Acoustics Speech and Signal Processing (2010), pp. 2090-2093 [10.1109/ICASSP.2010.5495105] [abs].
  • Zaas, AK; Chen, M; Varkey, J; Veldman, T; Hero, AO; Lucas, J; Huang, Y; Turner, R; Gilbert, A; Lambkin-Williams, R; Øien, NC; Nicholson, B; Kingsmore, S; Carin, L; Woods, CW; Ginsburg, GS, Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans., Cell Host and Microbe, vol 6 no. 3 (2009), pp. 207-217 [10.1016/j.chom.2009.07.006] [abs].
  • Liu, Q; Liao, X; Carin, HL; Stack, JR; Carin, L, Semisupervised multitask learning., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 31 no. 6 (2009), pp. 1074-1086 [10.1109/TPAMI.2008.296] [abs].
  • Stack, JR; Dobeck, GJ; Liao, X; Carin, L, Kernel-matching pursuits with arbitrary loss functions., IEEE Transactions on Neural Networks, vol 20 no. 3 (2009), pp. 395-405 [10.1109/TNN.2008.2008337] [abs].
  • Ji, S; Watson, LT; Carin, L, Semisupervised learning of hidden Markov models via a homotopy method., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 31 no. 2 (2009), pp. 275-287 [10.1109/TPAMI.2008.71] [abs].
  • He, L; Carin, L, Exploiting structure in wavelet-based bayesian compressive sensing, IEEE Transactions on Signal Processing, vol 57 no. 9 (2009), pp. 3488-3497 [10.1109/TSP.2009.2022003] [abs].
  • Liao, X; Carin, L, Migratory logistic regression for learning concept drift between two data sets with application to UXO sensing, IEEE Transactions on Geoscience and Remote Sensing, vol 47 no. 5 (2009), pp. 1454-1466 [10.1109/TGRS.2008.2005268] [abs].
  • Carin, L; Liu, D; Lin, W; Guo, B, Compressive sensing for multi-static scattering analysis, Journal of Computational Physics, vol 228 no. 9 (2009), pp. 3464-3477 [10.1016/j.jcp.2009.01.033] [abs].
  • Du, L; Ren, L; Dunson, DB; Carin, L, A Bayesian model for simultaneous image clustering, annotation and object segmentation, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference (2009), pp. 486-494 [abs].
  • Ji, S; Dunson, D; Carin, L, Multitask compressive sensing, IEEE Transactions on Signal Processing, vol 57 no. 1 (2009), pp. 92-106 [10.1109/TSP.2008.2005866] [abs].
  • Carin, L, On the relationship between compressive sensing and random sensor arrays, IEEE Antennas and Propagation Magazine, vol 51 no. 5 (2009), pp. 72-81 [10.1109/MAP.2009.5432044] [abs].
  • Cai, C; Liao, X; Carin, L, Learning to explore and exploit in POMDPs, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference (2009), pp. 198-206 [abs].
  • Zhou, M; Chen, H; Paisley, J; Ren, L; Sapiro, G; Carin, L, Non-parametric Bayesian dictionary learning for sparse image representations, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference (2009), pp. 2295-2303 [abs].
  • Zhou, M; Paisley, J; Carin, L, Nonparametric learning of dictionaries for sparse representation of sensor signals, CAMSAP 2009 - 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (2009), pp. 237-240 [10.1109/CAMSAP.2009.5413290] [abs].
  • Wang, E; Silva, J; Carin, L, Compressive particle filtering for target tracking, IEEE Workshop on Statistical Signal Processing Proceedings (2009), pp. 233-236 [10.1109/SSP.2009.5278595] [abs].
  • Paisley, J; Carin, L, Nonparametric factor analysis with beta process priors, Proceedings of the 26th International Conference On Machine Learning, ICML 2009 (2009), pp. 777-784 [abs].
  • Mesecher, D; Carin, L; Kadar, I; Pirich, R, Exploiting signal sparseness for reduced-rate sampling, 2009 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2009 (2009) [10.1109/LISAT.2009.5031567] [abs].
  • Paisley, J; Carin, L, Hidden markov models with stick-breaking priors, IEEE Transactions on Signal Processing, vol 57 no. 10 (2009), pp. 3905-3917 [10.1109/TSP.2009.2024987] [abs].
  • Li, H; Liao, X; Carin, L, Active learning for semi-supervised multi-task learning, IEEE International Conference on Acoustics Speech and Signal Processing (2009), pp. 1637-1640 [10.1109/ICASSP.2009.4959914] [abs].
  • Wang, C; An, Q; Carin, L; Dunson, DB, Multi-task classification with infinite local experts, IEEE International Conference on Acoustics Speech and Signal Processing (2009), pp. 1569-1572 [10.1109/ICASSP.2009.4959897] [abs].
  • Paisley, J; Carin, L, Dirichlet process mixture models with multiple modalities, IEEE International Conference on Acoustics Speech and Signal Processing (2009), pp. 1613-1616 [10.1109/ICASSP.2009.4959908] [abs].
  • Ren, L; Dunson, DB; Lindroth, S; Carin, L, Music analysis with a Bayesian dynamic model, IEEE International Conference on Acoustics Speech and Signal Processing (2009), pp. 1681-1684 [10.1109/ICASSP.2009.4959925] [abs].
  • Paisley, J; Carin, L, Nonparametric factor analysis with beta process priors, ACM International Conference Proceeding Series, vol 382 (2009) [10.1145/1553374.1553474] [abs].
  • Li, H; Liao, X; Carin, L, Multi-task reinforcement learning in partially observable stochastic environments, Journal of Machine Learning Research, vol 10 (2009), pp. 1131-1186 [abs].
  • Liu, Q; Liao, X; Carin, HL; Stack, JR; Carin, L, Semisupervised multitask learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 31 no. 6 (2009), pp. 1074-1086 [10.1109/TPAMI.2008.296] [abs].
  • Pruteanu-Malinici, I; Carin, L, Infinite hidden Markov models for unusual-event detection in video., IEEE Transactions on Image Processing, vol 17 no. 5 (2008), pp. 811-822 [10.1109/TIP.2008.919359] [abs].
  • Bucaro, JA; Houston, BH; Saniga, M; Dragonette, LR; Yoder, T; Dey, S; Kraus, L; Carin, L, Broadband acoustic scattering measurements of underwater unexploded ordnance (UXO)., Journal of the Acoustical Society of America, vol 123 no. 2 (2008), pp. 738-746 [10.1121/1.2821794] [abs].
  • Liu, Q; Liao, X; Carin, L, Detection of unexploded ordnance via efficient semisupervised and active learning, IEEE Transactions on Geoscience and Remote Sensing, vol 46 no. 9 (2008), pp. 2558-2567 [10.1109/TGRS.2008.920468] [abs].
  • Ho, KC; Carin, L; Gader, PD; Wilson, JN, An investigation of using the spectral characteristics from ground penetrating radar for landmine/clutter discrimination, IEEE Transactions on Geoscience and Remote Sensing, vol 46 no. 4 (2008), pp. 1177-1191 [10.1109/TGRS.2008.915747] [abs].
  • Carin, L; Guo, B; Liu, D, On enhancing classification performance by exploiting multiple scattering, Applied Physics Letters, vol 93 no. 25 (2008) [10.1063/1.3054334] [abs].
  • Carin, L; Cybenko, G; Hughes, J, Cybersecurity strategies: The QuERIES methodology, Computer, vol 41 no. 8 (2008), pp. 20-26 [10.1109/MC.2008.295] [abs].
  • Fang, J; Ji, S; Xue, Y; Carin, L, Multitask classification by learning the task relevance, IEEE Signal Processing Letters, vol 15 (2008), pp. 593-596 [10.1109/LSP.2008.2001967] [abs].
  • Ni, K; Paisley, J; Carin, L; Dunson, D, Multi-task learning for analyzing and sorting large databases of sequential data, IEEE Transactions on Signal Processing, vol 56 no. 8 II (2008), pp. 3918-3931 [10.1109/TSP.2008.924798] [abs].
  • Dunson, DB; Xue, Y; Carin, L, The matrix stick-breaking process: Flexible Bayes meta-analysis, Journal of the American Statistical Association, vol 103 no. 481 (2008), pp. 317-327 [10.1198/016214507000001364] [abs].
  • Zhu, X; Carin, L, Scattering from very large randomly rough surfaces using a Markov random field equivalent current, IEEE Transactions on Antennas and Propagation, vol 56 no. 1 (2008), pp. 204-214 [10.1109/TAP.2007.913148] [abs].
  • Ji, S; Xue, Y; Carin, L, Bayesian compressive sensing, IEEE Transactions on Signal Processing, vol 56 no. 6 (2008), pp. 2346-2356 [10.1109/TSP.2007.914345] [abs].
  • Carin, L; Liu, D; Guo, B, In situ compressive sensing, Inverse Problems, vol 24 no. 1 (2008) [10.1088/0266-5611/24/1/015023] [abs].
  • Ren, L; Dunson, DB; Carin, L, The dynamic hierarchical Dirichlet process, Proceedings of the 25th International Conference on Machine Learning (2008), pp. 824-831 [abs].
  • An, Q; Wang, C; Shterev, I; Wang, E; Carin, L; Dunson, DB, Hierarchical kernel stick-breaking process for multi-task image analysis, Proceedings of the 25th International Conference on Machine Learning (2008), pp. 17-24 [abs].
  • Qi, Y; Liu, D; Dunson, D; Carin, L, Multi-task compressive sensing with dirichlet process priors, Proceedings of the 25th International Conference on Machine Learning (2008), pp. 768-775 [abs].
  • Arnold, G; Ross, T; Westerkamp, L; Carin, L; Moses, R, The ATR center and ATRpedia, Proceedings of SPIE - The International Society for Optical Engineering, vol 6978 (2008) [10.1117/12.783439] [abs].
  • Williams, D; Liao, X; Xue, Y; Carin, L; Krishnapuram, B, On classification with incomplete data., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 29 no. 3 (2007), pp. 427-436 [10.1109/TPAMI.2007.52] [abs].
  • He, L; Ji, S; Jr, WRS; Carin, L, Adaptive multimodality sensing of landmines, IEEE Transactions on Geoscience and Remote Sensing, vol 45 no. 6 (2007), pp. 1756-1773 [10.1109/TGRS.2007.894933] [abs].
  • Zhao, Z; Nie, Z; Carin, L, Active learning applied to RCS computations with nonuniform sampling using different objective functions, IEEE Transactions on Antennas and Propagation, vol 55 no. 4 (2007), pp. 1214-1217 [10.1109/TAP.2007.893410] [abs].
  • Ya, X; Xuejun, L; Carin, L; Krishnapuram, B, Multi-task learning for classification with Dirichlet process priors, Journal of Machine Learning Research, vol 8 (2007), pp. 35-63 [abs].
  • Qi, Y; Paisley, JW; Carin, L, Music analysis using hidden Markov mixture models, IEEE Transactions on Signal Processing, vol 55 no. 11 (2007), pp. 5209-5224 [10.1109/TSP.2007.898782] [abs].
  • Yu, Y; Carin, L, Three-dimensional Bayesian inversion with application to subsurface sensing, IEEE Transactions on Geoscience and Remote Sensing, vol 45 no. 5 (2007), pp. 1258-1270 [10.1109/TGRS.2007.894932] [abs].
  • Ji, S; Parr, R; Carin, L, Nonmyopic Multiaspect Sensing With Partially Observable Markov Decision Processes., IEEE Transactions on Signal Processing, vol 55 (2007), pp. 2720-2730 [10.1109/TSP.2007.893747] [abs].
  • Ni, K; Qi, Y; Carin, L, Multiaspect target detection via the infinite hidden Markov model, Journal of the Acoustical Society of America, vol 121 no. 5 (2007), pp. 2731-2742 [10.1121/1.2714912] [abs].
  • Williams, D; Wang, C; Liao, X; Carin, L, Classification of unexploded ordnance using incomplete multisensor multiresolution data, IEEE Transactions on Geoscience and Remote Sensing, vol 45 no. 7 (2007), pp. 2364-2373 [10.1109/TGRS.2007.896558] [abs].
  • Ji, S; Carin, L, Cost-sensitive feature acquisition and classification, Pattern Recognition, vol 40 no. 5 (2007), pp. 1474-1485 [10.1016/j.patcog.2006.11.008] [abs].
  • Zhao, Z; Kovvali, N; Lin, W; Ahn, CH; Couchman, L; Carin, L, Volumetric fast multipole method for modeling Schrödinger's equation, Journal of Computational Physics, vol 224 no. 2 (2007), pp. 941-955 [10.1016/j.jcp.2006.11.003] [abs].
  • Liu, D; Vasudevan, S; Krolik, J; Bal, G; Carin, L, Electromagnetic time-reversal source localization in changing media: Experiment and analysis, IEEE Transactions on Antennas and Propagation, vol 55 no. 2 (2007), pp. 344-354 [10.1109/TAP.2006.889807] [abs].
  • Liu, D; Krolik, JL; Carin, L, Electromagnetic Target Detection in Uncertain Media: Time-Reversal and Minimum-Variance Algorithms., IEEE T. Geoscience and Remote Sensing, vol 45 (2007), pp. 934-944 [10.1109/TGRS.2006.890411] [abs].
  • Bal, G; Carin, L; Liu, D; Ren, K, Experimental validation of a transport-based imaging method in highly scattering environments, Inverse Problems, vol 23 no. 6 (2007), pp. 2527-2539 [10.1088/0266-5611/23/6/015] [abs].
  • Carin, L; Liu, D; Xue, Y, In situ compressive sensing, 2007 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP (2007), pp. 105-108 [10.1109/CAMSAP.2007.4497976] [abs].
  • Liu, Q; Liao, X; Carin, L, Semi-supervised life-long learning with application to sensing, 2007 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP (2007), pp. 1-4 [10.1109/CAMSAP.2007.4497950] [abs].
  • Carin, L; Liu, D; Xue, Y, In situ compressive sensing, IEEE Workshop on Statistical Signal Processing Proceedings (2007), pp. 322-325 [10.1109/SSP.2007.4301272] [abs].
  • Williams, D; Yu, Y; Kennedy, L; Zhu, X; Carin, L, A bivariate gaussian model for unexploded ordnance classification with EMI data, IEEE Geoscience and Remote Sensing Letters, vol 4 no. 4 (2007), pp. 629-633 [10.1109/LGRS.2007.903972] [abs].
  • Ji, S; Parr, R; Carin, L, Nonmyopic multiaspect sensing with partially observable Markov decision processes, IEEE Transactions on Signal Processing, vol 55 no. 6 I (2007), pp. 2720-2730 [10.1109/TSP.2007.893747] [abs].
  • Shihao, J; Parr, R; Hui, L; Xuejun, L; Carin, L, Point-based policy iteration, Proceedings of the National Conference on Artificial Intelligence, vol 2 (2007), pp. 1243-1249 [abs].
  • Stack, JR; Crosby, F; McDonald, RJ; Xue, Y; Carin, L, Multi-task learning for underwater object classification, Proceedings of SPIE - The International Society for Optical Engineering, vol 6553 (2007) [10.1117/12.717071] [abs].
  • Liao, X; Li, H; Carin, L, Quadratically gated mixture of experts for incomplete data classification, ACM International Conference Proceeding Series, vol 227 (2007), pp. 553-560 [10.1145/1273496.1273566] [abs].
  • Ni, K; Carin, L; Dunson, D, Multi-task learning for sequential data via iHMMs and the nested Dirichlet process, ACM International Conference Proceeding Series, vol 227 (2007), pp. 689-696 [10.1145/1273496.1273583] [abs].
  • Ji, S; Carin, L, Bayesian compressive sensing and projection optimization, ACM International Conference Proceeding Series, vol 227 (2007), pp. 377-384 [10.1145/1273496.1273544] [abs].
  • Xue, Y; Dunson, D; Carin, L, The matrix stick-breaking process for flexible multi-task learning, ACM International Conference Proceeding Series, vol 227 (2007), pp. 1063-1070 [10.1145/1273496.1273630] [abs].
  • Liu, D; Carin, L, Wideband array imaging of a target situated in an unknown random media, IEEE International Conference on Acoustics Speech and Signal Processing, vol 1 (2007), pp. I533-I536 [10.1109/ICASSP.2007.366734] [abs].
  • Qiuhua, L; Xuejun, L; Carin, L, Learning classifiers on a partially labeled data manifold, IEEE International Conference on Acoustics Speech and Signal Processing, vol 2 (2007), pp. II621-II624 [10.1109/ICASSP.2007.366312] [abs].
  • Ni, K; Qi, Y; Carin, L, Multi-aspect target classification and detection via the infinite hidden markov model, IEEE International Conference on Acoustics Speech and Signal Processing, vol 2 (2007), pp. II433-II436 [10.1109/ICASSP.2007.366265] [abs].
  • Qi, Y; Paisley, JW; Carin, L, Dirichlet process HMM mixture models with application to music analysis, IEEE International Conference on Acoustics Speech and Signal Processing, vol 2 (2007), pp. II465-II468 [10.1109/ICASSP.2007.366273] [abs].
  • Ji, S; Krishnapuram, B; Carin, L, Variational Bayes for continuous hidden Markov models and its application to active learning., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 28 no. 4 (2006), pp. 522-532 [10.1109/TPAMI.2006.85] [abs].
  • Chang, S; Carin, L, A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure., IEEE Transactions on Image Processing, vol 15 no. 3 (2006), pp. 713-725 [abs].
  • Kovvali, N; Wenbin, L; Zhiqin, Z; Couchman, L; Carin, L, Rapid prolate pseudospectral differentiation and interpolation with the fast multipole method, SIAM Journal on Scientific Computing, vol 28 no. 2 (2006), pp. 485-497 [10.1137/050635961] [abs].
  • Dasgupta, N; Carin, L, Texture analysis with variational hidden Markov trees, IEEE Transactions on Signal Processing, vol 54 no. 6 I (2006), pp. 2352-2356 [10.1109/TSP.2006.872588] [abs].
  • Lin, W; Kovvali, N; Carin, L, Pseudospectral method based on prolate spheroidal wave functions for semiconductor nanodevice simulation, Computer Physics Communications, vol 175 no. 2 (2006), pp. 78-85 [10.1016/j.cpc.2006.02.006] [abs].
  • Chen, Y; Joines, WT; Xie, Z; Shi, G; Liu, QH; Carin, L, Double-sided exponentially tapered GPR antenna and its transmission line feed structure, IEEE Transactions on Antennas and Propagation, vol 54 no. 9 (2006), pp. 2615-2622 [10.1109/TAP.2006.880729] [abs].
  • Pruteanu-Malinici, I; Carin, L, Infinite hidden Markov models and ISA features for unusual-event detection in video, Proceedings / ICIP ... International Conference on Image Processing, vol 5 (2006), pp. V137-V140 [10.1109/ICIP.2007.4379784] [abs].
  • Stack, JR; Arrieta, R; Liao, X; Carin, L, A kernel machine framework for feature optimization in multi-frequency sonar imagery, OCEANS 2006 (2006) [10.1109/OCEANS.2006.307121] [abs].
  • Li, H; Liao, X; Carin, L, Region-based value iteration for partially observable Markov decision processes, ACM International Conference Proceeding Series, vol 148 (2006), pp. 561-568 [10.1145/1143844.1143915] [abs].
  • Hui, L; Xuejun, L; Carin, L, A reward-directed Bayesian classifier, IEEE International Conference on Acoustics Speech and Signal Processing, vol 5 (2006), pp. V613-V616 [abs].
  • Carin, L, Wave-based signal processing, International Symposium on Antennas and Propagation (APSURSI) (2006) [10.1109/APS.2006.1710769] [abs].
  • Dasgupta, N; Shihao, J; Carin, L, Homotopy-based semi-supervised hidden Markov tree for texture analysis, IEEE International Conference on Acoustics Speech and Signal Processing, vol 2 (2006), pp. II97-II100 [abs].
  • Li, H; Liao, X; Carin, L, Region-based value iteration for partially observable Markov decision processes, ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning, vol 2006 (2006), pp. 561-568 [abs].
  • Li, H; Liao, X; Carin, L, Incremental least squares policy iteration for POMDPs, Proceedings of the National Conference on Artificial Intelligence, vol 2 (2006), pp. 1167-1172 [abs].
  • Krishnapuram, B; Carin, L; Figueiredo, MA; Hartemink, AJ, Sparse multinomial logistic regression: fast algorithms and generalization bounds., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 27 no. 6 (2005), pp. 957-968 [10.1109/TPAMI.2005.127] [abs].
  • Kovvali, N; Lin, W; Carin, L, Order of accuracy analysis for multiresolution time-domain using daubechies bases, Microwave and Optical Technology Letters, vol 45 no. 4 (2005), pp. 290-293 [10.1002/mop.20798] [abs].
  • Zhao, Z; Ahn, CH; Carin, L, Nonuniform frequency sampling with active learning: Application to wide-band frequency-domain modeling and design, IEEE Transactions on Antennas and Propagation, vol 53 no. 9 (2005), pp. 3049-3057 [10.1109/TAP.2005.854540] [abs].
  • Dong, Y; Chang, S; Carin, L, Rate-distortion bound for joint compression and classification with application to multiaspect scattering, IEEE Sensors Journal, vol 5 no. 3 (2005), pp. 481-492 [10.1109/JSEN.2005.844338] [abs].
  • Dasgupta, N; Carin, L, Time-reversal imaging for classification of submerged elastic targets via Gibbs sampling and the Relevance Vector Machine, Journal of the Acoustical Society of America, vol 117 no. 4 I (2005), pp. 1999-2011 [10.1121/1.1862592] [abs].
  • Kovvali, N; Lin, W; Carin, L, Pseudospectral method based on prolate spheroidal wave functions for frequency-domain electromagnetic simulations, IEEE Transactions on Antennas and Propagation, vol 53 no. 12 (2005), pp. 3990-4000 [10.1109/TAP.2005.859899] [abs].
  • Ji, S; Liao, X; Carin, L, Adaptive multiaspect target classification and detection with hidden Markov models, IEEE Sensors Journal, vol 5 no. 5 (2005), pp. 1035-1042 [10.1109/JSEN.2005.847936] [abs].
  • Whitecotton, B; McManus, T; Kuhn, S; Dalichaouch, Y; Carin, L; Torrione, P; Collins, L, Analysis of wideband EMI field data, Proceedings of SPIE - The International Society for Optical Engineering, vol 5794 no. PART I (2005), pp. 254-262 [10.1117/12.604191] [abs].
  • Dura, E; Zhang, Y; Liao, X; Dobeck, GJ; Carin, L, Active learning for detection of mine-like objects in side-scan sonar imagery, IEEE Journal of Oceanic Engineering, vol 30 no. 2 (2005), pp. 360-371 [10.1109/JOE.2005.850931] [abs].
  • Lin, W; Kovvali, N; Carin, L, Ridgelet-based implementation of multiresolution time domain, IEEE Transactions on Antennas and Propagation, vol 53 no. 8 II (2005), pp. 2688-2699 [10.1109/TAP.2005.851756] [abs].
  • Lin, W; Kovvali, N; Carin, L, Direct algorithm for computation of derivatives of the Daubechies basis functions, Applied Mathematics and Computation, vol 170 no. 2 (2005), pp. 1006-1013 [10.1016/j.amc.2004.12.038] [abs].
  • Kovvali, N; Lin, W; Carin, L, Image technique for multiresolution time-domain using nonsymmetric basis functions, Microwave and Optical Technology Letters, vol 47 no. 1 (2005), pp. 44-47 [10.1002/mop.21076] [abs].
  • Zhao, Z; Li, L; Smith, J; Carin, L, Analysis of scattering from very large three-dimensional rough surfaces using MLFMM and ray-based analyses, IEEE Antennas and Propagation Magazine, vol 47 no. 3 (2005), pp. 20-30 [10.1109/MAP.2005.1532538] [abs].
  • Liu, D; Kang, G; Li, L; Chen, Y; Vasudevan, S; Joines, W; Liu, QH; Krolik, J; Carin, L, Electromagnetic time-reversal imaging of a target in a cluttered environment, IEEE Transactions on Antennas and Propagation, vol 53 no. 9 (2005), pp. 3058-3066 [10.1109/TAP.2005.854563] [abs].
  • Chen, Y; Joines, WT; Chai, M; Liu, QH; Carin, L, Analysis, design, and construction of a broadband balun for coaxial-to-planar transmission lines, Microwave and Optical Technology Letters, vol 44 no. 6 (2005), pp. 501-504 [10.1002/mop.20679] [abs].
  • Chang, S; Dasgupta, N; Carin, L, A Bayesian approach to unsupervised feature selection and density estimation using expectation propagation, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol 2 (2005), pp. 1043-1050 [abs].
  • Liao, X; Xue, Y; Carin, L, Logistic regression with an auxiliary data source, ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning (2005), pp. 505-512 [abs].
  • Liao, X; Carin, L, Radial basis function network for multi-task learning, Advances in Neural Information Processing Systems (2005), pp. 795-802 [abs].
  • Williams, D; Liao, X; Xue, Y; Carin, L, Incomplete-data classification using logistic regression, ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning (2005), pp. 977-984 [abs].
  • Krishnapuram, B; Hartemink, AJ; Carin, L; Figueiredo, MA, A Bayesian approach to joint feature selection and classifier design., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 26 no. 9 (2004), pp. 1105-1111 [10.1109/TPAMI.2004.55] [abs].
  • Liao, X; Carin, L, Application of the theory of optimal experiments to adaptive electromagnetic-induction sensing of buried targets., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 26 no. 8 (2004), pp. 961-972 [10.1109/TPAMI.2004.38] [abs].
  • Carin, L; Liu, H; Yoder, T; Couchman, L; Houston, B; Bucaro, J, Wideband time-reversal imaging of an elastic target in an acoustic waveguide., Journal of the Acoustical Society of America, vol 115 no. 1 (2004), pp. 259-268 [abs].
  • Zhang, Y; Liao, X; Carin, L, Detection of buried targets via active selection of labeled data: Application to sensing subsurface UXO, IEEE Transactions on Geoscience and Remote Sensing, vol 42 no. 11 (2004), pp. 2535-2543 [10.1109/TGRS.2004.836270] [abs].
  • Nishimoto, M; Liao, X; Carin, L, Target identification from multi-aspect high range-resolution radar signatures using a hidden Markov model, IEICE Transactions on Electronics, vol E87-C no. 10 (2004), pp. 1706-1714 [abs].
  • Yu, Y; Krishnapuram, B; Carin, L, Inverse scattering with sparse Bayesian vector regression, Inverse Problems, vol 20 no. 6 (2004), pp. S217-S231 [10.1088/0266-5611/20/6/S13] [abs].
  • Yu, Y; Yu, T; Carin, L, Three-dimensional inverse scattering of a dielectric target embedded in a lossy half-space, IEEE Transactions on Geoscience and Remote Sensing, vol 42 no. 5 (2004), pp. 957-973 [10.1109/TGRS.2003.820601] [abs].
  • Dong, X; Liu, Z; Carin, L, Volumetric MLFMA formulation for dielectric targets in the presence of a half-space, Radio Science, vol 39 no. 2 (2004) [abs].
  • Kovvali, N; Carin, L, Analysis of wideband forward looking synthetic aperture radar for sensing land mines, Radio Science, vol 39 no. 4 (2004) [10.1029/2003RS002967] [abs].
  • Li, L; Carin, L, Multilevel fast multipole calibration of ray models with application to wireless propagation, IEEE Transactions on Antennas and Propagation, vol 52 no. 10 (2004), pp. 2794-2799 [10.1109/TAP.2004.834623] [abs].
  • Zhu, X; Carin, L, Application of the biorthogonal multiresolution time-domain method to the analysis of elastic-wave interactions with buried targets, IEEE Transactions on Geoscience and Remote Sensing, vol 42 no. 7 (2004), pp. 1502-1511 [10.1109/TGRS.2004.828191] [abs].
  • Liu, H; Runkle, P; Carin, L; Yoder, T; Giddings, T; Couchman, L; Bucaro, J, Classification of distant targets situated near channel bottoms, Journal of the Acoustical Society of America, vol 115 no. 3 (2004), pp. 1185-1197 [10.1121/1.1643363] [abs].
  • Dalichaouch, Y; Whitecotton, B; McManus, T; Kuhn, S; Trammell, H; Shelby, R; Carin, L, Wideband frequency response of low metal mines, Proceedings of SPIE - The International Society for Optical Engineering, vol 5415 no. PART 1 (2004), pp. 275-282 [10.1117/12.547340] [abs].
  • Liu, D; He, L; Carin, L, Airport detection in large aerial optical imagery, IEEE International Conference on Acoustics Speech and Signal Processing, vol 5 (2004) [abs].
  • Ji, S; Liao, X; Carin, L, Adaptive multi-aspect target classification and detection with hidden Markov models, IEEE International Conference on Acoustics Speech and Signal Processing, vol 2 (2004), pp. II125-II128 [abs].
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  • Chang, S; Carin, L, Kernel matching pursuits prioritization of wavelet coefficients for SPIHT image coding, IEEE International Conference on Acoustics Speech and Signal Processing, vol 3 (2004), pp. III649-III652 [abs].
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  • Sullivan, A; Carin, L, Scattering from complex bodies using a combined direct and iterative technique, IEEE Transactions on Antennas and Propagation, vol 47 no. 1 (1999), pp. 33-39 [10.1109/8.752982] [abs].
  • Geng, N; Carin, L; Ressler, M; Merchant, B, Ultrawideband SAR for detection of subsurface unexploded ordnance (UXO): measurement, modeling and signal processing, Proceedings of SPIE - The International Society for Optical Engineering, vol 3704 (1999), pp. 75-83 [abs].
  • Sullivan, A; He, J; Geng, N; Carin, L, Phenomenological modeling for FOPEN SAR: Tree-trunk scattering on flat terrain and with concealed targets, Proceedings of SPIE - The International Society for Optical Engineering, vol 3721 (1999), pp. 224-234 [abs].
  • Geng, N; Ressler, MA; Carin, L, Wide-band VHF scattering from a trihedral reflector situated above a lossy dispersive halfspace., IEEE T. Geoscience and Remote Sensing, vol 37 (1999), pp. 2609-2617 [10.1109/36.789655] [abs].
  • Runkle, P; Nguyen, L; Ybarra, G; Carin, L, Multi-aspect target detection in SAR imagery using hidden Markov models, Proceedings of SPIE - The International Society for Optical Engineering, vol 3721 (1999), pp. 214-223 [abs].
  • Tantum, S; Collins, L; Carin, L; Gorodnitsky, I; Hibbs, A; Walsh, D; Barrell, G; Gregory, D; Matthews, R; Vierkotter, S, Signal processing for NQR discrimination of buried landmines, Proceedings of SPIE - The International Society for Optical Engineering, vol 3710 no. I (1999), pp. 474-482 [abs].
  • Geng, N; Sullivan, A; Carin, L, Fast multipole method for scattering from an arbitrary perfectly conducting target above or below a lossy half space, International Geoscience and Remote Sensing Symposium (IGARSS), vol 3 (1999), pp. 1829-1831 [abs].
  • Loubriel, GM; Aurand, JF; Denison, GJ; Rinehart, LF; Brown, DJ; Zutavern, FJ; Mar, A; O'Malley, MW; Helgeson, WD; Carin, L, Optically-activated GaAs switches for ground penetrating radar and firing set applications, Digest of Technical Papers-IEEE International Pulsed Power Conference, vol 2 (1999), pp. 673-676 [abs].
  • Geng, N; Jackson, DR; Carin, L, On the resonances of a dielectric BOR buried in a dispersive layered medium, IEEE Transactions on Antennas and Propagation, vol 47 no. 8 (1999), pp. 1305-1313 [10.1109/8.791948] [abs].
  • Sullivan, A; Carin, L, Hybrid technique combining the moment method with physical optics and uniform asymptotics for scattering from 2-D cylinders, Microwave and Optical Technology Letters, vol 21 no. 2 (1999), pp. 117-121 [3.0.CO;2-J" >10.1002/(SICI)1098-2760(19990420)21:2<117::AID-MOP10>3.0.CO;2-J] [abs].
  • Geng, N; Sullivan, A; Carin, L, Fast multipole method for scattering from 3-D pec targets situated in a half-space environment, Microwave and Optical Technology Letters, vol 21 no. 6 (1999), pp. 399-405 [3.0.CO;2-Z" >10.1002/(SICI)1098-2760(19990620)21:6<399::AID-MOP3>3.0.CO;2-Z] [abs].
  • Carin, L; Geng, N; McClure, M; Sichina, J; Nguyen, L, Ultra-wide-band synthetic-aperture radar for mine-field detection, IEEE Antennas and Propagation Magazine, vol 41 no. 1 (1999), pp. 18-33 [10.1109/74.755021] [abs].
  • Gao, P; Collins, L; Geng, N; Carin, L, Classification of buried metal objects using wideband frequency-domain electromagnetic induction responses: a comparison of optimal and sub-optimal processors, International Geoscience and Remote Sensing Symposium (IGARSS), vol 3 (1999), pp. 1819-1822 [abs].
  • Carin, L; Ybarra, G; Bharadwaj, P; Runkle, P, Physics-based classification of targets in SAR imagery using subaperture sequences, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol 6 (1999), pp. 3341-3344 [abs].
  • Geng, N; Carin, L, Ultrawideband scattering from and the resonances of buried dielectric mines, Proceedings of SPIE - The International Society for Optical Engineering, vol 3392 (1998), pp. 644-655 [10.1117/12.324237] [abs].
  • Geng, N; Garber, P; Collins, LM; Carin, L; Hansen, D; Keiswetter, DA; Won, IJ, Wideband electromagnetic induction for metal-target identification: Theory, measurement, and signal processing, Proceedings of SPIE - The International Society for Optical Engineering, vol 3392 (1998), pp. 42-51 [10.1117/12.324223] [abs].
  • Wong, D; Carin, L, Analysis and processing of ultra wide-band SAR imagery for buried landmine detection, IEEE Transactions on Antennas and Propagation, vol 46 no. 11 (1998), pp. 1747-1748 [10.1109/8.736633] [abs].
  • Merchant, BL; Kapoor, R; Carin, L, Comparison of model-based results with measured data for metal buried mines, Proceedings of SPIE - The International Society for Optical Engineering, vol 3392 (1998), pp. 658-667 [10.1117/12.324238] [abs].
  • Carin, L; Slade, GW; Webb, KJ, Mode coupling and leakage effects in finite-size printed interconnects, IEEE Transactions on Microwave Theory and Techniques, vol 46 no. 5 PART 1 (1998), pp. 450-457 [10.1109/22.668641] [abs].
  • McClure, M; Carin, L, Wave-based matching-pursuits detection of submerged elastic targets, Journal of the Acoustical Society of America, vol 104 no. 2 I (1998), pp. 937-946 [10.1121/1.423310] [abs].
  • Dogaru, T; Collins, LM; Carin, L, Time-domain sensing of targets buried under a rough air-ground interface, Proceedings of SPIE - The International Society for Optical Engineering, vol 3392 (1998), pp. 976-986 [10.1117/12.324145] [abs].
  • McClure, M; Bharadwaj, P; Carin, L, Multiresolution signature-based sar target detection, Proceedings of SPIE - The International Society for Optical Engineering, vol 3370 (1998), pp. 318-329 [10.1117/12.321836] [abs].
  • Rao, B; Carin, L, A hybrid (parabolic equation)-(gaussian beam) algorithm for wave propagation through large inhomogeneous regions, IEEE Transactions on Antennas and Propagation, vol 46 no. 5 (1998), pp. 700-709 [10.1109/8.668914] [abs].
  • Carin, L; Kapoor, R; Baum, CE, Polarimetric SAR imaging of buried landmines, IEEE Transactions on Geoscience and Remote Sensing, vol 36 no. 6 (1998), pp. 1985-1988 [10.1109/36.729373] [abs].
  • Wong, DC; Carin, L, Subbanding of temporal and spatial UWB SAR imagery of buried mines, Proceedings of SPIE - The International Society for Optical Engineering, vol 3392 (1998), pp. 678-685 [10.1117/12.324240] [abs].
  • Geng, N; Carin, L, Short-pulse scattering from a dielectric BOR buried in a lossy layered medium, International Geoscience and Remote Sensing Symposium (IGARSS), vol 1 (1998), pp. 219-221 [abs].
  • Geng, N; Carin, L, Resonances of a dielectric BOR buried in a lossy, dispersive layered medium, International Geoscience and Remote Sensing Symposium (IGARSS), vol 1 (1998), pp. 222-224 [abs].
  • Dogaru, T; Carin, L, Time-domain sensing of targets buried under a rough air-ground interface, IEEE Transactions on Antennas and Propagation, vol 46 no. 3 (1998), pp. 360-372 [10.1109/8.662655] [abs].
  • McClure, MR; Carin, L, Matching pursuits with a wave-based dictionary, IEEE Transactions on Signal Processing, vol 45 no. 12 (1997), pp. 2912-2927 [10.1109/78.650250] [abs].
  • Vitebskiy, S; Carin, L; Ressler, MA; Le, FH, Ultra-wideband, short-pulse ground-penetrating radar: simulation and measurement, IEEE Transactions on Geoscience and Remote Sensing, vol 35 no. 3 (1997), pp. 762-772 [10.1109/36.581999] [abs].
  • Carin, L; Felsen, LB; Kralj, DR; Oh, HS; Lee, WC; Pillai, SU, Wave-oriented signal processing of dispersive time-domain scattering data, IEEE Transactions on Antennas and Propagation, vol 45 no. 4 (1997), pp. 592-600 [10.1109/8.564084] [abs].
  • Kralj, D; Carin, L, Time-domain characteristics of slotted-waveguide leaky-wave antennas, IEEE Microwave and Wireless Components Letters, vol 7 no. 5 (1997), pp. 124-126 [10.1109/75.569724] [abs].
  • McClure, M; Carin, L, Wave-based target identification via the method of matched pursuits, SIGNAL PROCESSING, SENSOR FUSION, AND TARGET RECOGNITION VI, vol 3068 (1997), pp. 284-295 [10.1117/12.280807] [abs].
  • McClure, M; Qiu, RC; Carin, L, On the superresolution identification of observables from swept-frequency scattering data, IEEE Transactions on Antennas and Propagation, vol 45 no. 4 (1997), pp. 631-641 [10.1109/8.564089] [abs].
  • McClure, MR; Carin, L, Matching pursuits with a wavebased dictionary, IEEE Transactions on Signal Processing, vol 45 no. 12 (1997) [abs].
  • Vitebskiy, S; Carin, L, Resonances of buried targets [radar theory], Proc. SPIE - Int. Soc. Opt. Eng. (USA), vol 2747 (1996), pp. 221-232 [abs].
  • Vitebskiy, S; Carin, L, Resonances of perfectly conducting wires and bodies of revolution buried in a lossy dispersive half-space, IEEE Transactions on Antennas and Propagation, vol 44 no. 12 (1996), pp. 1575-1583 [10.1109/8.546243] [abs].
  • Vitebskiy, S; Carin, L, Short-pulse scattering from buried wires and bodies of revolution [ground penetrating radar], Proc. SPIE - Int. Soc. Opt. Eng. (USA), vol 2747 (1996), pp. 233-244 [abs].
  • Hsu, TT; Carin, L, FDTD analysis of plane-wave diffraction from microwave devices on an infinite dielectric slab, IEEE Microwave and Wireless Components Letters, vol 6 no. 1 (1996), pp. 16-18 [10.1109/75.482057] [abs].
  • Vitebskiy, S; Sturgess, K; Carin, L, Short-pulse plane-wave scattering from buried perfectly conducting bodies of revolution, IEEE Transactions on Antennas and Propagation, vol 44 no. 2 (1996), pp. 143-151 [10.1109/8.481640] [abs].
  • McKnight, SW; Carin, L; Vittoria, C; Wahid, SF; Agi, K; Kralj, D, Picosecond-pulse and millimeter-wave spectroscopy of barium ferrite, IEEE Transactions on Magnetics, vol 32 no. 2 (1996), pp. 372-376 [10.1109/20.486521] [abs].
  • Carin, L; Felsen, LB; Hsu, TT, High-frequency fields excited by truncated arrays of nonuniformly distributed filamentary scatterers on an infinite dielectric slab: parameterizing (leaky mode)-(floquet mode) interaction, IEEE Transactions on Antennas and Propagation, vol 44 no. 1 (1996), pp. 1-11 [10.1109/8.477522] [abs].
  • Hsu, TT; McClure, MR; Felsen, LB; Carin, L, Wave-oriented processing of scattered field data from a plane-wave-excited finite array of filaments on an infinite dielectric slab, IEEE Transactions on Antennas and Propagation, vol 44 no. 3 (1996), pp. 352-360 [10.1109/8.486304] [abs].
  • Vitebskiy, S; Carin, L, Resonances of buried targets, Proceedings of SPIE - The International Society for Optical Engineering, vol 2747 (1996), pp. 221-232 [abs].
  • Vitebskiy, S; Carin, L, Short-pulse scattering from buried wires and bodies of revolution, Proceedings of SPIE - The International Society for Optical Engineering, vol 2747 (1996), pp. 233-244 [abs].
  • Qiu, Y; Leung, KM; Carin, L; Kralj, D, Dispersion curves and transmission spectra of a two-dimensional photonic band-gap crystal: theory and experiment, Journal of Applied Physics, vol 77 no. 8 (1995), pp. 3631-3636 [10.1063/1.358599] [abs].
  • Carin, L; Felsen, LB; Tran, C, Model-based object recognition by wave-oriented data processing, Proceedings of SPIE - The International Society for Optical Engineering, vol 2485 (1995), pp. 62-73 [abs].
  • Vitebskiy, S; Carin, L, Moment-method modeling of short-pulse scattering from and the resonances of a wire buried inside a lossy, dispersive half-space, IEEE Transactions on Antennas and Propagation, vol 43 no. 11 (1995), pp. 1303-1312 [10.1109/8.475103] [abs].
  • Cina, JL; Carin, L, Mode conversion and leaky-wave excitation at open-end coupled-microstrip discontinuities, IEEE Transactions on Microwave Theory and Techniques, vol 43 no. 9 /1 (1995), pp. 2066-2071 [10.1109/22.414542] [abs].
  • Kralj, D; Mei, L; Hsu, TT; Carin, L, Short-pulse propagation in a hollow waveguide: Analysis, optoelectronic measurement, and signal processing, IEEE Transactions on Microwave Theory and Techniques, vol 43 no. 9 /1 (1995), pp. 2144-2150 [10.1109/22.414552] [abs].
  • Cina, J; Carin, L, Mode conversion and leaky-wave excitation at open-end coupled microstrip discontinuities, IEEE MTT-S International Microwave Symposium Digest, vol 1 (1995), pp. 225-228 [abs].
  • Felsen, LB; Carin, L, Wave-oriented data processing for frequency- and time-domain scattering by nonuniform truncated arrays, IEEE Antennas and Propagation Magazine, vol 36 no. 3 (1994), pp. 29-43 [10.1109/74.294241] [abs].
  • Sullivan, A; Carin, L, Scattering by 2D strips using an asymptotic hybrid formulation combining the method-of-moments and physical-optics techniques, Microwave and Optical Technology Letters, vol 7 no. 12 (1994), pp. 542-546 [abs].
  • Carin, L; Felsen, LB, Diffraction theory of frequency-and time-domain scattering by weakly aperiodic truncated thin-wire gratings, Journal of the Optical Society of America A: Optics and Image Science, and Vision, vol 11 no. 4 (1994), pp. 1291-1306 [abs].
  • Kralj, D; Carin, L, Wideband dispersion measurements of water in reflection and transmission, IEEE Transactions on Microwave Theory and Techniques, vol 42 no. 4 pt 1 (1994), pp. 553-557 [10.1109/22.285059] [abs].
  • Felsen, LB; Carin, L, Frequency and time domain Bragg-modulated ray acoustics for truncated periodic arrays, Journal of the Acoustical Society of America, vol 95 no. 2 (1994), pp. 638-649 [abs].
  • Kralj, D; McClure, M; Carin, L; Felsen, LB, Time-domain wave-oriented data processing of scattering by nonuniform truncated gratings, Journal of the Optical Society of America A: Optics and Image Science, and Vision, vol 11 no. 10 (1994), pp. 2685-2694 [abs].
  • McClure, M; Kralj, D; Hsu, TT; Carin, L; Felsen, LB, Frequency-domain scattering by nonuniform truncated arrays: wave-oriented data processing for inversion and imaging, Journal of the Optical Society of America A: Optics and Image Science, and Vision, vol 11 no. 10 (1994), pp. 2675-2684 [abs].
  • Carin, L; Felsen, LB; Kralj, D; Pillai, SU; Lee, WC, Dispersive modes in the time domain: analysis and time-frequency representation, IEEE Microwave and Guided Wave Letters, vol 4 no. 1 (1994), pp. 23-25 [10.1109/75.267683] [abs].
  • Rahman, A; Kralj, D; Carin, L; Melloch, MR; Woodall, JM, Photoconductively switched antennas for measuring target resonances, Applied Physics Letters, vol 64 no. 16 (1994), pp. 2178-2180 [10.1063/1.111668] [abs].
  • McClure, M; Kralj, D; Hsu, TT; Carin, L; Felsen, LB, Frequency domain wave-oriented data processing of scattering by truncated periodic strip gratings, IEEE Antennas and Propagation Society, AP-S International Symposium (Digest), vol 2 (1994), pp. 668-671 [abs].
  • Carin, L; Felsen, LB; Hsu, TT, High frequency radiation from truncated arrays of filamentary sources on a dielectric slab, IEEE Antennas and Propagation Society, AP-S International Symposium (Digest), vol 3 (1994), pp. 1522-1525 [abs].
  • Kralj, D; McClure, M; Carin, L; Felsen, LB, Time domain wave-oriented data processing of scattering by truncated periodic strip gratings, IEEE Antennas and Propagation Society, AP-S International Symposium (Digest), vol 2 (1994), pp. 672-675 [abs].
  • Mijovic, J; Carin, L; Yee, CFW, Polymer composites, Polymer News, vol 18 no. 12 (1993) [abs].
  • Felsen, LB; Carin, L, Wave-orientated processing of scattering data, Electronics Letters, vol 29 no. 22 (1993), pp. 1930-1932 [abs].
  • Carin, L; Felsen, LB, Efficient analytical-numerical modelling of ultra-wideband pulsed plane wave scattering from a large strip grating, International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, vol 6 no. 1 (1993), pp. 3-17 [abs].
  • Carin, L; Felsen, LB, Time harmonic and transient scattering by finite periodic flat strip arrays. Hybrid (ray)-(Floquet mode)-(MOM) algorithm, IEEE Transactions on Antennas and Propagation, vol 41 no. 4 (1993), pp. 412-421 [10.1109/8.220973] [abs].
  • Carin, L; Agi, K; Kralj, D; Leung, KM; Garetz, BA, Characterization of layered dielectrics with short electromagnetic pulses, IEEE Journal of Quantum Electronics, vol 29 no. 7 (1993), pp. 2141-2144 [10.1109/3.237487] [abs].
  • Carin, L; Kralij, DR; Melloch, MR; Woodall, JM, Characterization of planar antennas fabricated on GaAs epilayers containing As clusters for picosecond short-pulse applications, IEEE Microwave and Guided Wave Letters, vol 3 no. 9 (1993), pp. 339-341 [10.1109/75.244872] [abs].
  • Carin, L; Agi, K, Ultra-wideband transient microwave scattering measurements using optoelectronically switched antennas, IEEE Transactions on Microwave Theory and Techniques, vol 41 no. 2 (1993), pp. 250-254 [10.1109/22.216464] [abs].
  • Carin, L; Felsen, LB; McClure, MR, Time-domain design-oriented parametrization of truncated periodic strip gratings, IEEE Microwave and Guided Wave Letters, vol 3 no. 4 (1993), pp. 110-112 [10.1109/75.208566] [abs].
  • Kralj, D; Carin, L, Short-pulse scattering measurements from dielectric spheres using photoconductively switched antennas, Applied Physics Letters, vol 62 no. 11 (1993), pp. 1301-1303 [10.1063/1.108714] [abs].
  • Kralj, D; Carin, L, Ultra-wideband characterization of lossy materials: short-pulse microwave measurements, IEEE MTT-S International Microwave Symposium Digest, vol 3 (1993), pp. 1239-1242 [abs].
  • Carin, L; Slade, GW; Webb, KJ; Oliner, AA, Packaged printed transmission lines: modal phenomena and relation to leakage, IEEE MTT-S International Microwave Symposium Digest, vol 3 (1993), pp. 1195-1198 [abs].
  • Carin, L, Efficient computation of high-frequency two-dimensional effects in multiconductor printed interconnects, IEEE Transactions on Microwave Theory and Techniques, vol 40 no. 1 (1992), pp. 155-158 [10.1109/22.108335] [abs].
  • Carin, L; Das, NK, Leaky waves on broadside-coupled microstrip, IEEE Transactions on Microwave Theory and Techniques, vol 40 no. 1 (1992), pp. 58-66 [10.1109/22.108323] [abs].
  • Carin, L; Felsen, LB, Design-oriented parametrization of truncated periodic-strip gratings, IEEE Microwave and Guided Wave Letters, vol 2 no. 9 (1992), pp. 367-369 [10.1109/75.153622] [abs].
  • FELSEN, L; VECCHI, G; CARIN, L; BERTONI, H, SHORT PULSE ELECTROMAGNETICS FOR SENSING APPLICATIONS, AUTOMATIC OBJECT RECOGNITION, vol 1471 (1991), pp. 154-162 [10.1117/12.44874] [abs].
  • Carin, L, Leakage effects in broadside-coupled microstrip, IEEE MTT-S International Microwave Symposium Digest, vol 2 (1991), pp. 559-562 [abs].
  • Slade, GW; Carin, L; Xu, Q; Borchardt, SE; Webb, KJ, Study of slotline leaky-wave antennas, IEEE Transactions on Antennas and Propagation, vol 38 no. 3 (1990), pp. 411-414 [10.1109/8.52251] [abs].
  • CARIN, L; WEBB, K, PULSE-PROPAGATION ON MULTILAYERED CIRCUIT-LEVEL INTERCONNECTS, Journal of Electromagnetic Waves and Applications, vol 4 no. 3 (1990), pp. 229-245 [abs].
  • Carin, L; Webb, KJ, Isolation effects in single- and dual-plane VLSI interconnects, IEEE Transactions on Microwave Theory and Techniques, vol 38 no. 4 (1990), pp. 396-404 [10.1109/22.52580] [abs].
  • Carin, L; Slade, GW; Webb, KJ, Modal transition phenomena in shielded microstrip with anisotropic substrates, IEEE MTT-S International Microwave Symposium Digest, vol 2 (1990), pp. 677-680 [abs].
  • Carin, L; Webb, KJ, Characteristic impedance of multilevel, multiconductor hybrid mode microstrip, IEEE Transactions on Magnetics, vol 25 no. 4 (1989), pp. 2947-2949 [10.1109/20.34333] [abs].
  • Carin, L; Webb, KJ, Equivalent circuit model for terminated hybrid-mode multiconductor transmission lines, IEEE Transactions on Microwave Theory and Techniques, vol 37 no. 11 (1989), pp. 1784-1793 [10.1109/22.41045] [abs].
  • Carin, L; Webb, KJ; Weinreb, S, Matched windows in circular waveguide., IEEE Transactions on Microwave Theory and Techniques, vol 36 no. 9 (1988), pp. 1359-1362 [10.1109/22.3683] [abs].
  • Webb, KJ; Carin, L; Xu, Q, NUMERICAL ANALYSIS OF PLANAR HIGH FREQUENCY INTEGRATED CIRCUIT GEOMETRIES. (1987) [abs].
  • Carin, L; Xu, Q; Webb, KJ; McClintock, JA, ANALYSIS OF VLSI INTERCONNECT STRUCTURES., IEEE MTT-S International Microwave Symposium Digest (1987), pp. 625-628 [abs].