Lawrence Carin

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Ricardo HenaoKing Abdullah University of Science and Technology, Duke UniversityVerified email at duke.edu
Xuejun LiaoSAS Institue Inc., Duke UniversityVerified email at duke.edu
Chunyuan LiMicrosoft Research, RedmondVerified email at microsoft.com
David DunsonArts & Sciences Professor of Statistical Science & MathematicsVerified email at duke.edu
Zhe GanResearch Scientist, AppleVerified email at apple.com
Chen ChangyouAssistant 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. CarlsonAssistant Professor, Duke UniversityVerified email at duke.edu
Guillermo SapiroJames B. Duke Professor, Duke University; Distinguished Engineer, Health AI Lead, Apple, Inc.Verified email at duke.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
Dinghan ShenMicrosoftVerified email at microsoft.com
Wenlin WangFacebook IncVerified email at fb.com
Guoyin WangResearch Scientist, BytedanceVerified email at bytedance.com
Liqun ChenProfessor, University of Surrey, UKVerified email at surrey.ac.uk
Balaji KrishnapuramIBM Watson HealthVerified email at us.ibm.com
Mingyuan ZhouAssociate Professor, University of Texas at AustinVerified email at mccombs.utexas.edu
Jonathan Shihao JiAssociate Professor of Computer Science, Georgia State UniversityVerified email at cs.gsu.edu
John PaisleyColumbia UniversityVerified email at columbia.edu

Lawrence Carin

Duke University

Verified email at duke.edu

machine learning artificial intelligence statistics


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	2651	2008
Digital technology and COVID-19 DSW Ting, L Carin, V Dzau, TY Wong Nature medicine 26 (4), 459-461, 2020	1561	2020
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	1070	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	854	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	693	2007
Multitask compressive sensing S Ji, D Dunson, L Carin IEEE Transactions on Signal Processing 57 (1), 92-106, 2008	607	2008
Exploiting structure in wavelet-based Bayesian compressive sensing L He, L Carin IEEE Transactions on Signal Processing 57 (9), 3488-3497, 2009	536	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	530	2013
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	524	2021
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	494	2017
Probabilistic topic models D Blei, L Carin, D Dunson IEEE signal processing magazine 27 (6), 55-65, 2010	488	2010
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	451	2013
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	446	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	444	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	425	2013
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	421	2009
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	411	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	392	2018
Nonparametric factor analysis with beta process priors J Paisley, L Carin Proceedings of the 26th annual international conference on machine learning …, 2009	344	2009
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	340	2019

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