Lawrence Carin
Lawrence Carin의 이메일 확인됨
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
Digital technology and COVID-19
DSW Ting, L Carin, V Dzau, TY Wong
Nature medicine 26 (4), 459-461, 2020
Multi-task learning for classification with dirichlet process priors.
Y Xue, X Liao, L Carin, B Krishnapuram
Journal of Machine Learning Research 8 (1), 2007
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 29, 2352-2360, 2016
Multitask compressive sensing
S Ji, D Dunson, L Carin
IEEE Transactions on Signal Processing 57 (1), 92-106, 2008
Exploiting structure in wavelet-based Bayesian compressive sensing
L He, L Carin
IEEE Transactions on Signal Processing 57 (9), 3488-3497, 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
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
Probabilistic topic models
D Blei, L Carin, D Dunson
IEEE signal processing magazine 27 (6), 55-65, 2010
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
Semantic compositional networks for visual captioning
Z Gan, C Gan, X He, Y Pu, K Tran, J Gao, L Carin, L Deng
Proceedings of the IEEE conference on computer vision and pattern …, 2017
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
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
Nonparametric factor analysis with beta process priors
J Paisley, L Carin
Proceedings of the 26th annual international conference on machine learning …, 2009
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations.
M Zhou, H Chen, JW Paisley, L Ren, G Sapiro, L Carin
NIPS 9, 2295-2303, 2009
Bayesian robust principal component analysis
X Ding, L He, L Carin
IEEE Transactions on Image Processing 20 (12), 3419-3430, 2011
Adversarial feature matching for text generation
Y Zhang, Z Gan, K Fan, Z Chen, R Henao, D Shen, L Carin
International Conference on Machine Learning, 4006-4015, 2017
Baseline needs more love: On simple word-embedding-based models and associated pooling mechanisms
D Shen, G Wang, W Wang, MR Min, Q Su, Y Zhang, C Li, R Henao, ...
arXiv preprint arXiv:1805.09843, 2018
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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