Andrea Montanari

Associate 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 recent papers

D. Donoho, A. Javanmard and A. Montanari, Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing, 2011 (related numerical simulations)

D. Donoho, I. Johnstone and A. Montanari, Accurate Prediction of Phase Transitions in Compressed Sensing via a Connection to Minimax Denoising, 2011

Y. Kanoria, A. Montanari, D. Tse and B. Zhang, Distributed Storage for Intermittent Energy Sources: Control Design and Performance Limits, 2011

A. Dembo, A. Montanari and N. Sun, Factor models on locally tree-like graphs, 2011

Y. Kanoria and A. Montanari, Optimal coding for the deletion channel with small deletion probability, 2011 (conference version ISIT2010)

A. Javanmard and A. Montanari, Localization from Incomplete Noisy Distance Measurements, 2011 (conference version ISIT 2011)

A. Montanari. Graphical Models Concepts in Compressed Sensing, 2010

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