153 citations · 628 across the 41 of their papers we have counts for
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math.OC2016
A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise
Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux +1
In this paper, a methodology is investigated for signal recovery in the presence of non-Gaussian noise. In contrast with regularized minimization approaches often adopted in the li…
math.OC2016★ 23 cited
Convergence Rate Analysis of the Majorize-Minimize Subspace Algorithm -- Extended Version
Emilie Chouzenoux, Jean-Christophe Pesquet
State-of-the-art methods for solving smooth optimization problems are nonlinear conjugate gradient, low memory BFGS, and Majorize-Minimize (MM) subspace algorithms. The MM subspace…