Jérôme Malick

发表

Lifted coordinate descent for learning with trace-norm regularization

Zaïd Harchaoui, Miroslav Dudík, Jérôme Malick, 2012, AISTATS.

The spherical constraint in Boolean quadratic programs

Jérôme Malick, J. Malick, 2007, J. Glob. Optim..

A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning

Jérôme Malick, Massih-Reza Amini, Franck Iutzeler, 2018, ICML.

Asynchronous Distributed Learning with Sparse Communications and Identification pdf

Jérôme Malick, Massih-Reza Amini, Dmitry Grishchenko, 2018, ArXiv.

On the bridge between combinatorial optimization and nonlinear optimization: a family of semidefinite bounds for 0–1 quadratic problems leading to quasi-Newton methods

Frédéric Roupin, Jérôme Malick, J. Malick, 2013, Math. Program..

Improved semidefinite bounding procedure for solving Max-Cut problems to optimality

Frédéric Roupin, Jérôme Malick, Nathan Krislock, 2014, Math. Program..

Approximate joint diagonalization within the Riemannian geometry framework

Jérôme Malick, Marco Congedo, Louis Korczowski, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Uncontrolled inexact information within bundle methods

Jérôme Malick, Sofia Zaourar, Welington de Oliveira, 2017, EURO J. Comput. Optim..

Newton methods for nonsmooth convex minimization: connections among -Lagrangian, Riemannian Newton and SQP methods

Jérôme Malick, Scott A. Miller, J. Malick, 2005, Math. Program..

A Dual Approach to Semidefinite Least-Squares Problems

Jérôme Malick, J. Malick, 2004, SIAM J. Matrix Anal. Appl..

Approximate Joint Diagonalization According to the Natural Riemannian Distance

Jérôme Malick, Marco Congedo, Florent Bouchard, 2017, LVA/ICA.

Eventual convexity of probability constraints with elliptical distributions

Jérôme Malick, Wim van Ackooij, J. Malick, 2019, Math. Program..

Numerical Study of Semidefinite Bounds for the k-cluster Problem

Frédéric Roupin, Jérôme Malick, J. Malick, 2010, Electron. Notes Discret. Math..

A non-smooth optimization method for the friction problem in computational mechanics

Vincent Acary, Jérôme Malick, Claude Lemaréchal, 2008 .

Projection-like Retractions on Matrix Manifolds

Jérôme Malick, Pierre-Antoine Absil, P. Absil, 2012, SIAM J. Optim..

Model Consistency for Learning with Mirror-Stratifiable Regularizers

Mohamed-Jalal Fadili, Jérôme Malick, Gabriel Peyré, 2019, AISTATS.

Variational-analysis look at combinatorial optimization, and other selected topics in optimization

Jérôme Malick, 2017 .

Second-order differentiability of probability functions

Jérôme Malick, Wim van Ackooij, 2017, Optim. Lett..

Modeling, Simulating, Controlling Non-Regular Dynamical Systems

Pierre-Brice Wieber, Vincent Acary, Jérôme Malick, 2004 .

Descentwise inexact proximal algorithms for smooth optimization

Jérôme Malick, Claude Lemaréchal, Marc Fuentes, 2012, Comput. Optim. Appl..

Prices stabilization for inexact unit-commitment problems

Jérôme Malick, Sofia Zaourar, J. Malick, 2013, Math. Methods Oper. Res..

Cut-Generating Functions and S-Free Sets

Gérard Cornuéjols, Jérôme Malick, Michele Conforti, 2015, Math. Oper. Res..

Sensitivity Analysis for Mirror-Stratifiable Convex Functions pdf

Mohamed-Jalal Fadili, Jérôme Malick, Gabriel Peyré, 2017, SIAM J. Optim..

Local Linear Convergence for Alternating and Averaged Nonconvex Projections

Adrian S. Lewis, Jérôme Malick, D. R. Luke, 2009, Found. Comput. Math..

Projection methods for conic feasibility problems: applications to polynomial sum-of-squares decompositions

Jérôme Malick, Didier Henrion, J. Malick, 2011, Optim. Methods Softw..

Regularized decomposition of large scale block-structured robust optimization problems

Jérôme Malick, Wim van Ackooij, Nicolas Lebbe, 2017, Comput. Manag. Sci..

The short-term electricity production management problem at EDF

Jérôme Malick, Claude Lemaréchal, Grace Hechme-Doukopoulos, 2010 .

Computational results of a semidefinite branch-and-bound algorithm for k-cluster

Frédéric Roupin, Jérôme Malick, Nathan Krislock, 2016, Comput. Oper. Res..

Alternating Projections on Manifolds

Adrian S. Lewis, Jérôme Malick, A. Lewis, 2008, Math. Oper. Res..

On the Proximal Gradient Algorithm with Alternated Inertia

Jérôme Malick, Franck Iutzeler, J. Malick, 2018, Journal of Optimization Theory and Applications.

Regularization Methods for Semidefinite Programming

Franz Rendl, Jérôme Malick, Janez Povh, 2009, SIAM J. Optim..

Large-scale image classification with trace-norm regularization

Matthijs Douze, Zaïd Harchaoui, Miroslav Dudík, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Solving \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$k$$\end{document}-cluster problems to optimality with semidefi

Frédéric Roupin, Jérôme Malick, J. Malick, 2012, Mathematical Programming.

Decomposition algorithm for large-scale two-stage unit-commitment

Jérôme Malick, Wim van Ackooij, J. Malick, 2016, Ann. Oper. Res..

Cut-Generating Functions

Gérard Cornuéjols, Jérôme Malick, Michele Conforti, 2013, IPCO.

Superquantiles at Work: Machine Learning Applications and Efficient Subgradient Computation

Jérôme Malick, Yassine Laguel, Krishna Pillutla, 2021, Set-Valued and Variational Analysis.

On the structure of locally symmetric manifolds

Jérôme Malick, Hristo S. Sendov, Aris Danilidis, 2014 .

Connections between U-Lagrangian, Riemannian Newton and SQP Methods

Jérôme Malick, Scott A. Miller, 2003 .

Second-order cone optimization for unilateral contact with Coulomb friction

Vincent Acary, Jérôme Malick, Claude Lemaréchal, 2009 .

BiqCrunch

Frédéric Roupin, Jérôme Malick, Nathan Krislock, 2017 .

Quadratic stabilization of Benders decomposition

Jérôme Malick, Sofia Zaourar, J. Malick, 2014 .

Improved semidefinite branch-and-bound algorithm for k-cluster

Frédéric Roupin, Jérôme Malick, Nathan Krislock, 2012 .

Clarke Generalized Jacobian of the Projection onto the Cone of Positive Semidefinite Matrices

Jérôme Malick, Hristo S. Sendov, J. Malick, 2006 .