Lawrence Carin

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Ricardo HenaoDuke UniversityVerified email at duke.edu
Xuejun LiaoSAS Institue Inc., Duke UniversityVerified email at duke.edu
Chunyuan LixAIVerified email at x.ai
Zhe GanResearch Scientist, AppleVerified email at apple.com
David DunsonArts & Sciences Professor of Statistical Science & MathematicsVerified email at duke.edu
Chen ChangyouAssociate Professor at University at BuffaloVerified email at buffalo.edu
Xin YuanWestlake University, Bell Labs, Duke University, Hong Kong Polytechnic UniversityVerified email at westlake.edu.cn
Yizhe ZhangResearch Scientist @ Apple MLRVerified email at apple.com
David E. CarlsonAssociate Professor, Duke UniversityVerified email at duke.edu
Dinghan ShenZoomVerified email at zoom.us
Guillermo SapiroAugustine Family Professor, Princeton University; Distinguished Eng., Apple; Prof. Emeritus, Duke U.Verified email at princeton.edu
David J BradyJ. W. and H. M. Goodman Endowed Chair in Optical Sciences, University of ArizonaVerified email at arizona.edu
Yunchen PuResearch Scientist, FacebookVerified email at fb.com
Wenlin WangFacebook IncVerified email at fb.com
Guoyin WangResearch Scientist, BytedanceVerified email at bytedance.com
Balaji KrishnapuramIBM Watson HealthVerified email at us.ibm.com
Mingyuan ZhouAssociate Professor, University of Texas at AustinVerified email at mccombs.utexas.edu
Chenyang TaoApplied Scientist, Amazon; Former Senior Research Associate, Duke University (Statistics and ECE)Verified email at duke.edu
Jonathan Shihao JiAssociate Professor at UConnVerified email at uconn.edu
John PaisleyColumbia UniversityVerified email at columbia.edu

Lawrence Carin

Duke University

Verified email at duke.edu

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Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Bayesian compressive sensing S Ji, Y Xue, L Carin IEEE Transactions on signal processing 56 (6), 2346-2356, 2008	2842	2008
Digital technology and COVID-19 DSW Ting, L Carin, V Dzau, TY Wong Nature medicine 26 (4), 459-461, 2020	1821	2020
What Makes Good In-Context Examples for GPT-? J Liu, D Shen, Y Zhang, B Dolan, L Carin, W Chen arXiv preprint arXiv:2101.06804, 2021	1292	2021
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	1127	2005
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, 2016	1033	2016
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	710	2007
Multitask compressive sensing S Ji, D Dunson, L Carin IEEE Transactions on Signal Processing 57 (1), 92-106, 2008	630	2008
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	598	2013
Probabilistic topic models D Blei, L Carin, D Dunson IEEE signal processing magazine 27 (6), 55-65, 2010	562	2010
Joint embedding of words and labels for text classification G Wang, C Li, W Wang, Y Zhang, D Shen, X Zhang, R Henao, L Carin arXiv preprint arXiv:1805.04174, 2018	552	2018
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	551	2017
Exploiting structure in wavelet-based Bayesian compressive sensing L He, L Carin IEEE Transactions on Signal Processing 57 (9), 3488-3497, 2009	544	2009
An integrated clinico-metabolomic model improves prediction of death in sepsis RJ Langley, EL Tsalik, JC Velkinburgh, SW Glickman, BJ Rice, C Wang, ... Science translational medicine 5 (195), 195ra95-195ra95, 2013	515	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	505	2013
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	483	2017
Cyclical annealing schedule: A simple approach to mitigating kl vanishing H Fu, C Li, X Liu, J Gao, A Celikyilmaz, L Carin arXiv preprint arXiv:1903.10145, 2019	459	2019
Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans AK Zaas, M Chen, J Varkey, T Veldman, AO Hero, J Lucas, Y Huang, ... Cell host & microbe 6 (3), 207-217, 2009	459	2009
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	455	2018
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	453	2011
Certified adversarial robustness with additive noise B Li, C Chen, W Wang, L Carin Advances in neural information processing systems 32, 2019	420	2019

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