Andrea Montanari
Andrea Montanari
Professor of Electrical Engineering and Statistics, Stanford University
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Message-passing algorithms for compressed sensing
DL Donoho, A Maleki, A Montanari
Proceedings of the National Academy of Sciences 106 (45), 18914-18919, 2009
17092009
Information, physics, and computation
M Mezard, A Montanari
Oxford University Press, USA, 2009
17022009
Matrix completion from a few entries
RH Keshavan, A Montanari, S Oh
Information Theory, IEEE Transactions on 56 (6), 2980-2998, 2010
11872010
The dynamics of message passing on dense graphs, with applications to compressed sensing
M Bayati, A Montanari
Information Theory, IEEE Transactions on 57 (2), 764-785, 2011
7242011
Matrix completion from noisy entries
RH Keshavan, A Montanari, S Oh
The Journal of Machine Learning Research 11, 2057-2078, 2010
6892010
Confidence intervals and hypothesis testing for high-dimensional regression
A Javanmard, A Montanari
The Journal of Machine Learning Research 15 (1), 2869-2909, 2014
5802014
Gibbs states and the set of solutions of random constraint satisfaction problems
F Krzakała, A Montanari, F Ricci-Tersenghi, G Semerjian, L Zdeborová
Proceedings of the National Academy of Sciences 104 (25), 10318, 2007
4192007
Message passing algorithms for compressed sensing: I. motivation and construction
DL Donoho, A Maleki, A Montanari
2010 IEEE information theory workshop on information theory (ITW 2010, Cairo …, 2010
3652010
The spread of innovations in social networks
A Montanari, A Saberi
Proceedings of the National Academy of Sciences 107 (47), 20196-20201, 2010
3592010
A mean field view of the landscape of two-layer neural networks
S Mei, A Montanari, PM Nguyen
Proceedings of the National Academy of Sciences 115 (33), E7665-E7671, 2018
2522018
The noise-sensitivity phase transition in compressed sensing
DL Donoho, A Maleki, A Montanari
IEEE Transactions on Information Theory 57 (10), 6920-6941, 2011
2422011
Counter braids: a novel counter architecture for per-flow measurement
Y Lu, A Montanari, B Prabhakar, S Dharmapurikar, A Kabbani
ACM SIGMETRICS Performance Evaluation Review 36 (1), 121-132, 2008
2292008
The LASSO risk for Gaussian matrices
M Bayati, A Montanari
IEEE Transactions on Information Theory 58 (4), 1997-2017, 2011
2202011
Information-theoretically optimal compressed sensing via spatial coupling and approximate message passing
DL Donoho, A Javanmard, A Montanari
Information Theory, IEEE Transactions on 59 (11), 7434-7464, 2013
2192013
Graphical models concepts in compressed sensing.
A Montanari, YC Eldar, G Kutyniok
Compressed Sensing, 394-438, 2012
1992012
Rigorous inequalities between length and time scales in glassy systems
A Montanari, G Semerjian
Journal of statistical physics 125 (1), 23-54, 2006
1992006
Maxwell construction: The hidden bridge between iterative and maximum a posteriori decoding
C Méasson, A Montanari, R Urbanke
Information Theory, IEEE Transactions on 54 (12), 5277-5307, 2008
172*2008
The landscape of empirical risk for nonconvex losses
S Mei, Y Bai, A Montanari
The Annals of Statistics 46 (6A), 2747-2774, 2018
1642018
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
1642015
Accurate prediction of phase transitions in compressed sensing via a connection to minimax denoising
DL Donoho, I Johnstone, A Montanari
Information Theory, IEEE Transactions on 59 (6), 3396-3433, 2013
1612013
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