Lawrence Carin
Lawrence Carin
Professor of Electrical and Computer Engineering, Duke University
Verified email at - Homepage
TitleCited byYear
Bayesian compressive sensing
S Ji, Y Xue, L Carin
IEEE Transactions on signal processing 56 (6), 2346-2356, 2008
Sparse multinomial logistic regression: Fast algorithms and generalization bounds
B Krishnapuram, L Carin, MAT Figueiredo, AJ Hartemink
IEEE transactions on pattern analysis and machine intelligence 27 (6), 957-968, 2005
Multi-task learning for classification with dirichlet process priors
Y Xue, X Liao, L Carin, B Krishnapuram
Journal of Machine Learning Research 8 (Jan), 35-63, 2007
Exploiting structure in wavelet-based Bayesian compressive sensing
L He, L Carin
IEEE Transactions on Signal Processing 57 (9), 3488-3497, 2009
Multitask compressive sensing
S Ji, D Dunson, L Carin
IEEE Transactions on Signal Processing 57 (1), 92-106, 2008
Soundnet: Learning sound representations from unlabeled video
Y Aytar, C Vondrick, A Torralba
Advances in neural information processing systems, 892-900, 2016
Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images
M Zhou, H Chen, J Paisley, L Ren, L Li, Z Xing, D Dunson, G Sapiro, ...
IEEE Transactions on Image Processing 21 (1), 130-144, 2011
Alternatives for landmine detection
J MacDonald, JR Lockwood, J McFee, T Altshuler, T Broach
Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans
AK Zaas, M Chen, J Varkey, T Veldman, AO Hero III, J Lucas, Y Huang, ...
Cell host & microbe 6 (3), 207-217, 2009
Nonparametric factor analysis with beta process priors
J Paisley, L Carin
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
Compressive coded aperture spectral imaging: An introduction
GR Arce, DJ Brady, L Carin, H Arguello, DS Kittle
IEEE Signal Processing Magazine 31 (1), 105-115, 2013
Variational autoencoder for deep learning of images, labels and captions
Y Pu, Z Gan, R Henao, X Yuan, C Li, A Stevens, L Carin
Advances in neural information processing systems, 2352-2360, 2016
Non-parametric Bayesian dictionary learning for sparse image representations
M Zhou, H Chen, L Ren, G Sapiro, L Carin, JW Paisley
Advances in neural information processing systems, 2295-2303, 2009
Probabilistic topic models
D Blei, L Carin, D Dunson
IEEE signal processing magazine 27 (6), 55-65, 2010
An integrated clinico-metabolomic model improves prediction of death in sepsis
RJ Langley, EL Tsalik, JC Van Velkinburgh, SW Glickman, BJ Rice, ...
Science translational medicine 5 (195), 195ra95-195ra95, 2013
Bayesian robust principal component analysis
X Ding, L He, L Carin
IEEE Transactions on Image Processing 20 (12), 3419-3430, 2011
Coded aperture compressive temporal imaging
P Llull, X Liao, X Yuan, J Yang, D Kittle, L Carin, G Sapiro, DJ Brady
Optics express 21 (9), 10526-10545, 2013
Ultra-wide-band synthetic-aperture radar for mine-field detection
L Carin, N Geng, M McClure, J Sichina, L Nguyen
IEEE Antennas and Propagation Magazine 41 (1), 18-33, 1999
Ultra-wideband, short-pulse ground-penetrating radar: Simulation and measurement
S Vitebskiy, L Carin, MA Ressler, FH Le
IEEE Transactions on Geoscience and Remote Sensing 35 (3), 762-772, 1997
Beta-negative binomial process and Poisson factor analysis
M Zhou, L Hannah, D Dunson, L Carin
Artificial Intelligence and Statistics, 1462-1471, 2012
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