Alternating projections on manifolds
Adrian Lewis
,
Jérôme Malick
Journal articles
hal-00317157v1
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Large-scale image classification with trace-norm regularization
Zaid Harchaoui
,
Matthijs Douze
,
Mattis Paulin
,
Miro Dudik
,
Jérôme Malick
CVPR - IEEE Conference on Computer Vision & Pattern Recognition , Jun 2012, Providence, United States. pp.3386-3393,
⟨10.1109/CVPR.2012.6248078⟩
Conference papers
hal-00728388v1
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Superquantile-based learning: a direct approach using gradient-based optimization.
Yassine Laguel
,
Jérôme Malick
,
Zaid Harchaoui
Journal of Signal Processing Systems , 2022
Journal articles
hal-03505745v1
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Superquantiles at Work: Machine Learning Applications and Efficient Subgradient Computation
Yassine Laguel
,
Krishna Pillutla
,
Jérôme Malick
,
Zaid Harchaoui
Set-Valued and Variational Analysis , 2021
Journal articles
hal-03505757v1
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Randomized Progressive Hedging methods for Multi-stage Stochastic Programming
Gilles Bareilles
,
Yassine Laguel
,
Dmitry Grishchenko
,
Franck Iutzeler
,
Jérôme Malick
Journal articles
hal-02946615v1
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Proximal Gradient methods with Adaptive Subspace Sampling
Dmitry Grishchenko
,
Franck Iutzeler
,
Jérôme Malick
Journal articles
hal-02555292v2
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Approximate Joint Diagonalization within the Riemannian Geometry Framework
Florent Bouchard
,
Louis Korczowski
,
Jérôme Malick
,
Marco Congedo
Conference papers
hal-01370052v1
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Approximate Joint Diagonalization According to the Natural Riemannian Distance
Florent Bouchard
,
Jérôme Malick
,
Marco Congedo
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation , Feb 2017, Grenoble, France. pp.290-299,
⟨10.1007/978-3-319-53547-0_28⟩
Conference papers
hal-01551813v1
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Prices stabilization for inexact unit-commitment problems
Sofia Zaourar
,
Jérôme Malick
Journal articles
istex
hal-00720352v3
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On the bridge between combinatorial optimization and nonlinear optimization: a family of semidefinite bounds for 0-1 quadratic problems leading to quasi-Newton methods
Jérôme Malick
,
Frédéric Roupin
Journal articles
hal-00662367v1
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Locally symmetric submanifolds lift to spectral manifolds
Aris Daniilidis
,
Jérôme Malick
,
Hristo Sendov
[Research Report] LJK. 2012
Reports
hal-00762984v1
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A dual approach to semidefinite least-squares problems
Jérôme Malick
Journal articles
inria-00072409v2
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Projection-like retractions on matrix manifolds
Pierre-Antoine Absil
,
Jérôme Malick
Journal articles
hal-00651608v2
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Decomposition algorithm for large-scale two-stage unit-commitment
Wim van Ackooij
,
Jérôme Malick
Journal articles
hal-01145653v1
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Uncontrolled inexact information within bundle methods
Jérôme Malick
,
Welington de Oliveira
,
Sofia Zaourar-Michel
Journal articles
hal-01249261v1
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Optimization in open networks via dual averaging
Yu-Guan Hsieh
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
Conference papers
hal-03342395v1
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Variational-analysis look at combinatorial optimization, and other selected topics in optimization
Jérôme Malick
Optimization and Control [math.OC]. Universite Grenoble Alpes, 2017
Habilitation à diriger des recherches
tel-01492394v1
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A smoothing approach for composite conditional gradient with nonsmooth loss
Federico Pierucci
,
Zaid Harchaoui
,
Jérôme Malick
[Research Report] RR-8662, INRIA Grenoble. 2014
Reports
hal-01096630v1
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A formulation of the linear discrete Coulomb friction problem via convex optimization
Vincent Acary
,
Florent Cadoux
,
Claude Lemaréchal
,
Jérôme Malick
Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik , 2011, 91 (2), pp.155-175.
⟨10.1002/zamm.201000073⟩
Journal articles
inria-00495734v1
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Une approche par moindres carrés semidéfinis pour le problème k-cluster
Jérôme Malick
,
Frédéric Roupin
ROADEF'09 Nancy, février , Jan 2009, X, France. pp.17-18
Conference papers
hal-01125589v1
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Lifted coordinate descent for learning with trace-norm regularization
Miro Dudik
,
Zaid Harchaoui
,
Jérôme Malick
AISTATS - Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics - 2012 , Apr 2012, La Palma, Spain. pp.327-336
Conference papers
hal-00756802v1
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Solving k-cluster problems to optimality with semidefinite programming
Jérôme Malick
,
Frédéric Roupin
Journal articles
istex
hal-00609744v1
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Convexité et combinatoire
Jérôme Malick
Bulletin de la ROADEF , 2009, 22, pp.4-7
Journal articles
hal-00804111v1
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The short-term electricity production management problem at EDF
Grace Hechme-Doukopoulos
,
Sandrine Brignol-Charousset
,
Jérôme Malick
,
Claude Lemaréchal
Optima Newsletter , 2010, 84, pp.2-6
Journal articles
hal-00804159v1
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SDLS: a Matlab package for solving conic least-squares problems
Didier Henrion
,
Jérôme Malick
2007
Preprints, Working Papers, ...
hal-00172439v1
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Eventual convexity of probability constraints with elliptical distributions
Wim van Ackooij
,
Jérôme Malick
Journal articles
hal-02015783v1
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A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning
Konstantin Mishchenko
,
Franck Iutzeler
,
Jérôme Malick
,
Massih-Reza Amini
International Conference on Machine Learning , Jul 2018, Stockholm, Sweden. pp.3587-3595
Conference papers
hal-01996562v1
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A non-smooth optimization method for the friction problem in computational mechanics
Vincent Acary
,
Florent Cadoux
,
Claude Lemaréchal
,
Jérôme Malick
Journée SMAI-MODE , Feb 2008, Clermont-Ferrand, France
Conference papers
inria-00423560v1
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Prox-Regularity of Spectral Functions and Spectral Sets
Aris Daniilidis
,
Adrian Lewis
,
Jérôme Malick
,
Hristo Sendov
Journal of Convex Analysis , 2008, 15 (3), pp.547-560
Journal articles
hal-00317203v1
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Data Science
Massih-Reza Amini
,
Renaud Blanch
,
Marianne Clausel
,
Jean-Baptiste Durand
,
Éric Gaussier
,
et al.
Books
hal-01978692v1
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