Mohsen Bayati
Mohsen Bayati
Associate Professor, Stanford University
Verified email at stanford.edu - Homepage
TitleCited byYear
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
5282011
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
285*2008
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), 3, 2013
178*2013
The LASSO risk for Gaussian matrices
M Bayati, A Montanari
IEEE Transactions on Information Theory 58 (4), 1997-2017, 2011
1612011
Universality in polytope phase transitions and message passing algorithms
M Bayati, M Lelarge, A Montanari
The Annals of Applied Probability 25 (2), 753-822, 2015
142*2015
A sequential algorithm for generating random graphs
M Bayati, JH Kim, A Saberi
Algorithmica 58 (4), 860-910, 2010
1252010
Simple deterministic approximation algorithms for counting matchings
M Bayati, D Gamarnik, D Katz, C Nair, P Tetali
STOC, 122-127, 2007
1102007
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
99*2011
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
982013
Bargaining dynamics in exchange networks
M Bayati, C Borgs, J Chayes, Y Kanoria, A Montanari
Journal of Economic Theory 156, 417-454, 2015
65*2015
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
632014
Online decision-making with high-dimensional covariates
H Bastani, M Bayati
Available at SSRN 2661896, 2015
582015
Accurate ED wait time prediction
E Ang, S Kwasnick, M Bayati, EL Plambeck, M Aratow
Manufacturing & Service Operations Management 18 (1), 141-156, 2015
50*2015
Statistical mechanics of steiner trees
M Bayati, C Borgs, A Braunstein, J Chayes, A Ramezanpour, R Zecchina
Physical review letters 101 (3), 037208, 2008
412008
Health care policy development and execution
M Braverman, M Bayati, E Horvitz, M Gillam
US Patent App. 12/828,055, 2012
362012
Matrix completion methods for causal panel data models
S Athey, M Bayati, N Doudchenko, G Imbens, K Khosravi
National Bureau of Economic Research, 2018
342018
Mostly exploration-free algorithms for contextual bandits
H Bastani, M Bayati, K Khosravi
arXiv preprint arXiv:1704.09011, 2017
32*2017
Iterative scheduling algorithms
M Bayati, B Prabhakar, D Shah, M Sharma
IEEE INFOCOM 2007-26th IEEE International Conference on Computer …, 2007
312007
Dynamic pricing with demand covariates
S Qiang, M Bayati
Available at SSRN 2765257, 2016
302016
A rigorous proof of the cavity method for counting matchings
M Bayati, C Nair
arXiv preprint cond-mat/0607290, 2006
282006
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Articles 1–20