Andrea Montanari

Professor, Department of Electrical Engineering and Department of Statistics, Stanford University Contact Packard 272, Stanford, CA 94304 Tel: (650) 736-7422 Fax: (650) 723-8473 montanari@stanford.edu

Some representative papers

S. Mei, A. Montanari, P.-M. Nguyen, A Mean Field View of the Landscape of Two-Layers Neural Networks, 2018

E. Abbe, L. Massoulie, A. Montanari, A. Sly, N. Srivastava, Group Synchronization on Grids, 2017

H Javadi, A Montanari, Non-negative Matrix Factorization via Archetypal Analysis, 2017

S. Mei, Y. Bai and A. Montanari, The landscape of empirical risk for non-convex losses, 2017

A. Montanari and N. Sun, Spectral algorithms for tensor completion, 2016

A. Javanmard and A. Montanari, Online Rules for Control of False Discovery Rate and False Discovery Exceedance, 2015

A. Javanmard, A. Montanari, and F. Ricci-Tersenghi, Phase Transitions in Semidefinite Relaxations, (Including Supplementary Information), 2015 (code)

A. Montanari and S.Sen Semidefinite Programs on Sparse Random Graphs and their Application to Community Detection, 2015

A. Dembo, A. Montanari, S. Sen, Extremal Cuts of Sparse Random Graphs, 2015

A. Javanmard and A. Montanari, Confidence Intervals and Hypothesis Testing for High-Dimensional Regression, 2013 (code)

Y. Deshpande and A. Montanari, Finding Hidden Cliques of Size in Nearly Linear Time, 2013

A. Montanari and A. Saberi, The Spread of Innovations in Social Networks, Proc. Natl. Acad. Sci., 2010 (conference version FOCS 2009)

D.L. Donoho, A. Maleki, and A. Montanari. Message passing algorithms for compressed sensing, Proc. Natl. Acad. Sci., 2009