112 citations · 910 across the 35 of their papers we have counts for
Showing 2015 · math.OCShow all
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math.OC2015★ 93 cited
A Unified Successive Pseudo-Convex Approximation Framework
Yang Yang, Marius Pesavento
In this paper, we propose a successive pseudo-convex approximation algorithm to efficiently compute stationary points for a large class of possibly nonconvex optimization problems.…
math.OC2015★ 13 cited
An Online Parallel and Distributed Algorithm for Recursive Estimation of Sparse Signals
Yang Yang, Mengyi Zhang, Marius Pesavento +1
In this paper, we consider a recursive estimation problem for linear regression where the signal to be estimated admits a sparse representation and measurement samples are only seq…