A. Montanari

activity

19972026

most citedMessage Passing Algorithms for Compressed Sensing

2.5k citations · 10k across the 171 of their papers we have counts for

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Showing 2012 · math.PRShow all

2 papers · 2 filters

math.PR2012

State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling

Adel Javanmard, Andrea Montanari

We consider a class of approximated message passing (AMP) algorithms and characterize their high-dimensional behavior in terms of a suitable state evolution recursion. Our proof ap…

math.PR2012★ 221 cited

Universality in polytope phase transitions and message passing algorithms

Mohsen Bayati, Marc Lelarge, Andrea Montanari

We consider a class of nonlinear mappings $F_{A, N}$ in $R^{N}$ indexed by symmetric random matrices $A \in R^{N \times N}$ with independent entries. Within sp…