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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
Communication dans un congrès
hal-01996562v1
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Multi-agent online optimization with delays: Asynchronicity, adaptivity, and optimism
Yu-Guan Hsieh
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
Journal of Machine Learning Research, 2022, 23 (78), pp.1--49
Article dans une revue
hal-03410422v1
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Distributed Learning with Sparse Communications by Identification
Dmitry Grishchenko
,
Franck Iutzeler
,
Jérôme Malick
,
Massih-Reza Amini
Article dans une revue
hal-01950120v2
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Asynchronous Distributed Matrix Factorization with Similar User and Item Based Regularization
Bikash Joshi
,
Franck Iutzeler
,
Massih-Reza Amini
10th ACM Conference on Recommender Systems (RecSys '16), Sep 2016, Boston, United States
Communication dans un congrès
hal-01406565v1
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On the Convergence of Single-Call Stochastic Extra-Gradient Methods
Yu-Guan Hsieh
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
Advances in Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-02403555v1
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A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization
Pascal Bianchi
,
Walid Hachem
,
Franck Iutzeler
Article dans une revue
hal-01237226v1
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Optimization in open networks via dual averaging
Yu-Guan Hsieh
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
Communication dans un congrès
hal-03342395v1
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Proximal Gradient methods with Adaptive Subspace Sampling
Dmitry Grishchenko
,
Franck Iutzeler
,
Jérôme Malick
Article dans une revue
hal-02555292v2
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Classifying and explaining defects with small data for the semiconductor industry
Jean-François Boulanger
,
Franck Corset
,
Franck Iutzeler
,
Jérôme Lelong
Article dans une revue
hal-03544717v1
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Unsupervised density based machine learning for abnormal leveling signatures detection
Franck Iutzeler
,
Mathias Chastan
,
Auguste Lam
Communication dans un congrès
hal-03431516v1
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Distributed Computation of Quantiles via ADMM
Franck Iutzeler
Article dans une revue
hal-01685714v1
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Randomized Progressive Hedging methods for Multi-stage Stochastic Programming
Gilles Bareilles
,
Yassine Laguel
,
Dmitry Grishchenko
,
Franck Iutzeler
,
Jérôme Malick
Article dans une revue
hal-02946615v1
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A Distributed Flexible Delay-tolerant Proximal Gradient Algorithm
Konstantin Mishchenko
,
Franck Iutzeler
,
Jérôme Malick
Article dans une revue
hal-01821683v2
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On the interplay between acceleration and identification for the proximal gradient algorithm
Gilles Bareilles
,
Franck Iutzeler
Article dans une revue
hal-02926364v1
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A generic online acceleration scheme for optimization algorithms via relaxation and inertia
Franck Iutzeler
,
Julien M. Hendrickx
Article dans une revue
hal-01685717v1
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Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling
Yu-Guan Hsieh
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
NeurIPS '20 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada. pp.16223--16234
Communication dans un congrès
hal-03002844v1
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Asynchronous level bundle methods
Franck Iutzeler
,
Jérôme Malick
,
Welington de Oliveira
Article dans une revue
hal-02182996v1
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The rate of convergence of Bregman proximal methods: Local geometry vs. regularity vs. sharpness
Waïss Azizian
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
2023
Pré-publication, Document de travail
hal-04307796v1
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Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification
Bikash Joshi
,
Massih-Reza Amini
,
Ioannis Partalas
,
Franck Iutzeler
,
Yury Maximov
2017 Conference on Neural Information Processing Systems, Dec 2017, Long Beach, United States. pp.4162-4171
Communication dans un congrès
hal-01769780v1
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On the Proximal Gradient Algorithm with Alternated Inertia
Franck Iutzeler
,
Jérôme Malick
Article dans une revue
hal-01685859v1
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The last-iterate convergence rate of optimistic mirror descent in stochastic variational inequalities
Waïss Azizian
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
COLT 2021 - 34th Annual Conference on Learning Theory, Aug 2021, Boulder, United States. pp.1-32
Communication dans un congrès
hal-03342583v1
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Harnessing structure in composite nonsmooth minimization
Gilles Bareilles
,
Franck Iutzeler
,
Jérôme Malick
Article dans une revue
hal-03706958v3
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Apprentissage séquentiel de préférence utilisateurs pour les systèmes de recommandation
Aleksandra Burashnikova
,
Yury Maximov
,
Marianne Clausel
,
Charlotte Laclau
,
Franck Iutzeler
,
et al.
CAp 2021 - Conférence sur l'Apprentissage Automatique, Jun 2021, Saint-Etienne / Virtual, France
Communication dans un congrès
hal-03266139v1
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Entropy-regularized Wasserstein distributionally robust shape and topology optimization
Charles Dapogny
,
Franck Iutzeler
,
Andrea Meda
,
Boris Thibert
Article dans une revue
hal-03783171v1
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Distributed Projection on the Simplex and l1 Ball via ADMM and Gossip
Franck Iutzeler
,
Laurent Condat
Article dans une revue
hal-01876986v1
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The Hidden Convex Optimization Landscape of Two-Layer ReLU Networks
Victor Mercklé
,
Franck Iutzeler
,
Ievgen Redko
2024
Article de blog scientifique
hal-04521343v1
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Large-scale asynchronous distributed learning based on parameter exchanges
Bikash Joshi
,
Franck Iutzeler
,
Massih-Reza Amini
Article dans une revue
hal-01727638v1
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Harnessing the Structure of some Optimization Problems
Franck Iutzeler
Optimization and Control [math.OC]. Université Grenoble Alpes (UGA), 2021
HDR
tel-03474026v1
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Newton acceleration on manifolds identified by proximal-gradient methods
Gilles Bareilles
,
Franck Iutzeler
,
Jérôme Malick
Article dans une revue
hal-03197686v3
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Push-Pull with Device Sampling
Yu-Guan Hsieh
,
Yassine Laguel
,
Franck Iutzeler
,
Jérôme Malick
2022
Pré-publication, Document de travail
hal-03691122v1
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