| Bayesian compressive sensing S Ji, Y Xue, L Carin IEEE Transactions on signal processing 56 (6), 2346-2356, 2008 | 1962 | 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 | 845 | 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 | 538 | 2007 |
| Exploiting structure in wavelet-based Bayesian compressive sensing L He, L Carin IEEE Transactions on Signal Processing 57 (9), 3488-3497, 2009 | 454 | 2009 |
| Multitask compressive sensing S Ji, D Dunson, L Carin IEEE Transactions on Signal Processing 57 (1), 92-106, 2008 | 449 | 2008 |
| Soundnet: Learning sound representations from unlabeled video Y Aytar, C Vondrick, A Torralba Advances in neural information processing systems, 892-900, 2016 | 416 | 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 | 357 | 2011 |
| Alternatives for landmine detection J MacDonald, JR Lockwood, J McFee, T Altshuler, T Broach RAND CORP SANTA MONICA CA, 2003 | 327 | 2003 |
| 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 | 294 | 2009 |
| Nonparametric factor analysis with beta process priors J Paisley, L Carin Proceedings of the 26th Annual International Conference on Machine Learning …, 2009 | 283 | 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 | 275 | 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 | 263 | 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 | 257 | 2009 |
| Probabilistic topic models D Blei, L Carin, D Dunson IEEE signal processing magazine 27 (6), 55-65, 2010 | 256 | 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 | 255 | 2013 |
| Bayesian robust principal component analysis X Ding, L He, L Carin IEEE Transactions on Image Processing 20 (12), 3419-3430, 2011 | 245 | 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 | 209 | 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 | 206 | 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 | 205 | 1997 |
| Beta-negative binomial process and Poisson factor analysis M Zhou, L Hannah, D Dunson, L Carin Artificial Intelligence and Statistics, 1462-1471, 2012 | 199 | 2012 |
