75 citations · 320 across the 31 of their papers we have counts for
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math.OC2017★ 2 cited
Local Linear Convergence Analysis of Primal-Dual Splitting Methods
Jingwei Liang, Jalal Fadili, Gabriel Peyré
In this paper, we study the local linear convergence properties of a versatile class of Primal-Dual splitting methods for minimizing composite non-smooth convex optimization proble…
math.ST2017
Sharp Oracle Inequalities for Low-complexity Priors
Tung Duy Luu, Jalal Fadili, Christophe Chesneau
In this paper,we consider a high-dimensional statistical estimation problem in which the the number of parameters is comparable or larger than the sample size. We present a unified…