Jean-Christophe Pesquet

Laboratoire

CVN

Mots cles

optimization, inverse problems, artificial intelligence, signal and image processing

Site WEB

Publications (394)

Communication dans un congrès 01/01/2018

Signal reconstruction from sub-sampled and nonlinearly distorted observations

Arthur Marmin , Marc Castella , Laurent Duval , Jean-Christophe Pesquet

Article dans une revue 01/01/2018

An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension

Yosra Marnissi , Amel Benazza-Benyahia , Emilie Chouzenoux , Jean-Christophe Pesquet

Proceedings 01/01/2018

Image reconstruction in multiphoton imaging through multivariate Gaussian fitting

Claire Lefort , Jean-Christophe Pesquet

28/12/2017

A proximal approach for a class of matrix optimization problems

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet

11/12/2017

An Auxiliary Variable Method for MCMC Algorithms in High Dimension

Yosra Marnissi , Amel Benazza-Benyahia , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/12/2017

A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior

Qi Wei , Jean-Yves Tourneret , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 15/09/2017

A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation

Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/08/2017

A Two-Stage Subspace Trust Region Approach for Deep Neural Network Training

Viacheslav Dudar , Giovanni Chierchia , Vladimir V. Semenov , Emilie Chouzenoux , Jean-Christophe Pesquet

29/05/2017

Joint restoration/segmentation of multicomponent images with variationalBayes and higher-order graphical models (HOGMep)

Yuling Zheng , Aurélie Pirayre , Laurent Duval , Jean-Christophe Pesquet

Article dans une revue 01/05/2017

A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise

Yosra Marnissi , Yuling Zheng , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 29/01/2017

A Block Parallel Majorize-Minimize Memory Gradient Algorithm

Sara Cadoni , Caroline Chaux , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2017

A global optimization approach for rational sparsity promoting criteria

Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2017

Recovery of nonlinearly degraded sparse signals through rational optimization

Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2017

A Proximal Approach for Solving Matrix Optimization Problems Involving a Bregman Divergence

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/01/2017

Dual Block Coordinate Forward-Backward Algorithm with Application to Deconvolution and Deinterlacing of Video Sequences

Feriel Abboud , Jean-Hugues Chenot , Louis Laborelli , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2017

Approche de Douglas-Rachford aléatoire par blocs appliquée à la régression logistique parcimonieuse

Giovanni Chierchia , Afef Cherni , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 16/09/2016

Random primal-dual proximal iterations for sparse multiclass SVM

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet

Article dans une revue 01/02/2016

A block coordinate variable metric forward-backward algorithm

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2016

Stochastic forward-backward and primal-dual approximation algorithms with application to online image restoration

Patrick L Combettes , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2016

A block parallel majorize-minimize memory gradient algorithm

Sara Cadoni , Caroline Chaux , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/01/2016

Stochastic Approximations and Perturbations in Forward-Backward Splitting for Monotone Operators

Patrick Louis Combettes , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2016

An Auxiliary Variable Method for Langevin based MCMC algorithms

Yosra Marnissi , Amel Benazza-Benyahia , Emilie Chouzenoux , Jean-Christophe Pesquet

Rapport 01/01/2016

A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise

Yosra Marnissi , Yuling Zheng , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/01/2016

Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing

Stephen Mc Laughlin , Marcelo Alejandro Pereyra , Alfred O. Hero , Jean-Yves Tourneret , Jean-Christophe Pesquet

Article dans une revue 01/01/2016

Wavelet-based Image Deconvolution and Reconstruction

Nelly Pustelnik , Amel Benazza-Benhayia , Yuling Zheng , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2016

Fast variational Bayesian signal recovery in the presence of Poisson-Gaussian noise

Yosra Marnissi , Yuling Y. Zheng , Jean-Christophe Pesquet

Article dans une revue 01/01/2016

Convergence Rate Analysis of the Majorize-Minimize Subspace Algorithm

Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 13/12/2015

An Alternating Direction Method of Multipliers for Constrained Joint Diagonalization by Congruence (Invited Paper)

Lu Wang , Laurent Albera , Lotfi Senhadji , Jean-Christophe Pesquet

Article dans une revue 01/12/2015

BRANE Cut: Biologically-Related A priori Network Enhancement with Graph cuts for Gene Regulatory Network Inference

Aurélie Pirayre , Camille Couprie , Frédérique Bidard , Laurent Duval , Jean-Christophe Pesquet

Article dans une revue 02/11/2015

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing

Marcelo Alejandro Pereyra , Philip Schniter , Jean-Yves Tourneret , Alfred O. Hero , Steve Mclaughlin , Emilie Chouzenoux , Jean-Christophe Pesquet