Mohsen Bayati

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Andrea MontanariProfessor of Statistics and Mathematics, Stanford UniversityVerified email at stanford.edu
Hamsa BastaniAssociate Professor of Operations Information and Decisions, Wharton SchoolVerified email at wharton.upenn.edu
Khashayar KhosraviQuantitative ResearcherVerified email at stanford.edu
Amin SaberiProfessor, Stanford UniversityVerified email at stanford.edu
Jennifer ChayesProfessor, UC BerkeleyVerified email at jenniferchayes.com
Christian BorgsProfessor, UC BerkeleyVerified email at christianborgs.com
guido imbensStanford UniversityVerified email at stanford.edu
Susan AtheyThe Economics of Technology Professor, Stanford University Graduate School of BusinessVerified email at stanford.edu
Mayank SharmaVyntelligenceVerified email at alumni.stanford.edu
Devavrat ShahMassachusetts Institute of TechnologyVerified email at mit.edu
Riccardo Zecchinaprofessor, theoretical physics, Bocconi UniversityVerified email at unibocconi.it
Nima HamidiQuantitative ResearcherVerified email at stanford.edu
David GleichPurdue UniversityVerified email at purdue.edu
Joel GohAssociate Professor, NUS Business SchoolVerified email at nus.edu.sg
Murat A. ErdogduUniversity of TorontoVerified email at stanford.edu
Eric HorvitzMicrosoftVerified email at microsoft.com
Michael Gillam, MD, FACEPNorthwestern University, MedStar Health, HealthLab Inc.Verified email at healthlab.com
David GamarnikProfessor of Operations Research, MITVerified email at mit.edu
Prasad TetaliHead, Department of Mathematical Sciences, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Nick DoudchenkoSoftware Engineer, GoogleVerified email at google.com

Mohsen Bayati

Professor, Stanford University

Verified email at stanford.edu - Homepage

Applied Probability Graphical Models Healthcare Personalized Decision Making


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The dynamics of message passing on dense graphs, with applications to compressed sensing M Bayati, A Montanari IEEE Transactions on Information Theory 57 (2), 764-785, 2011	1200	2011
Matrix completion methods for causal panel data models S Athey, M Bayati, N Doudchenko, G Imbens, K Khosravi Journal of the American Statistical Association 116 (536), 1716-1730, 2021	714	2021
Online decision making with high-dimensional covariates H Bastani, M Bayati Operations Research 68 (1), 276-294, 2020	609	2020
Message-passing algorithms for sparse network alignment M Bayati, DF Gleich, A Saberi, Y Wang ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (1), 1-31, 2013	429*	2013
The LASSO risk for Gaussian matrices M Bayati, A Montanari IEEE Transactions on Information Theory 58 (4), 1997-2017, 2011	385	2011
Max-product for maximum weight matching: Convergence, correctness, and lp duality M Bayati, D Shah, M Sharma IEEE Transactions on information theory 54 (3), 1241-1251, 2008	367*	2008
Universality in polytope phase transitions and message passing algorithms M Bayati, M Lelarge, A Montanari	300*	2015
Ensemble methods for causal effects in panel data settings S Athey, M Bayati, G Imbens, Z Qu AEA papers and proceedings 109, 65-70, 2019	231	2019
Mostly exploration-free algorithms for contextual bandits H Bastani, M Bayati, K Khosravi Management Science 67 (3), 1329-1349, 2021	224*	2021
A sequential algorithm for generating random graphs M Bayati, JH Kim, A Saberi Algorithmica 58, 860-910, 2010	184	2010
Data-driven decisions for reducing readmissions for heart failure: General methodology and case study M Bayati, M Braverman, M Gillam, KM Mack, G Ruiz, MS Smith, E Horvitz PloS one 9 (10), e109264, 2014	170	2014
Combinatorial approach to the interpolation method and scaling limits in sparse random graphs M Bayati, D Gamarnik, P Tetali Annals of Probability 41 (6), 4080-4115, 2013	168	2013
Dynamic pricing with demand covariates S Qiang, M Bayati arXiv preprint arXiv:1604.07463, 2016	163	2016
Simple deterministic approximation algorithms for counting matchings M Bayati, D Gamarnik, D Katz, C Nair, P Tetali Proceedings of the thirty-ninth annual ACM symposium on Theory of computing …, 2007	151	2007
Accurate ED wait time prediction E Ang, S Kwasnick, M Bayati, EL Plambeck, M Aratow Manufacturing & Service Operations Management 18 (1), 141-156, 2015	146*	2015
Belief propagation for weighted b-matchings on arbitrary graphs and its relation to linear programs with integer solutions M Bayati, C Borgs, J Chayes, R Zecchina SIAM Journal on Discrete Mathematics 25 (2), 989-1011, 2011	121*	2011
Evidence of upcoding in pay-for-performance programs H Bastani, J Goh, M Bayati Management Science 65 (3), 1042-1060, 2019	84	2019
Bargaining dynamics in exchange networks M Bayati, C Borgs, J Chayes, Y Kanoria, A Montanari Journal of Economic Theory 156, 417-454, 2015	81*	2015
Estimating lasso risk and noise level M Bayati, MA Erdogdu, A Montanari Advances in Neural Information Processing Systems 26, 2013	71	2013
Health care policy development and execution M Braverman, M Bayati, E Horvitz, M Gillam US Patent App. 12/828,055, 2012	62	2012

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