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A Stochastic Coordinate Descent Primal-Dual Algorithm And Applications

 P. Bianchi , W. Hachem , Franck Iutzeler
IEEE MLSP, 2014, Reims, France
Communication dans un congrès hal-02412123v1

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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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

New broadcast based distributed averaging algorithm over wireless sensor networks

 Franck Iutzeler , Philippe Ciblat , Walid Hachem , Jérémie Jakubowicz
ICASSP '12 : IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.3117-3120, ⟨10.1109/ICASSP.2012.6288575⟩
Communication dans un congrès hal-00754937v1

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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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
SIAM Journal on Mathematics of Data Science, 2021, 3 (2), pp.715-735. ⟨10.1137/20M1347772⟩
Article dans une revue hal-01950120v2

Linear Convergence Rate for Distributed Optimization with the Alternating Direction Method of Multipliers

 Franck Iutzeler , Pascal Bianchi , Philippe Ciblat , Walid Hachem
CDC, Dec 2014, Los Angeles, United States
Communication dans un congrès hal-02412076v1

Fully-distributed signal detection: application to cognitive radio (invited paper)

 Franck Iutzeler , Philippe Ciblat
21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco
Communication dans un congrès hal-02288404v1
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Optimization in open networks via dual averaging

 Yu-Guan Hsieh , Franck Iutzeler , Jérôme Malick , Panayotis Mertikopoulos
CDC 2021 - 60th IEEE Annual Conference on Decision and Control, Dec 2021, Austin, United States. pp.1-7, ⟨10.1109/CDC45484.2021.9683558⟩
Communication dans un congrès hal-03342395v1
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A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization

 Pascal Bianchi , Walid Hachem , Franck Iutzeler
IEEE Transactions on Automatic Control, 2016, 61 (10), pp.2947-2957. ⟨10.1109/TAC.2015.2512043⟩
Article dans une revue hal-01237226v1

A new broadcast based averaging algorithm over wireless sensor networks

 Franck Iutzeler , Philippe Ciblat , Walid Hachem , Jérémie Jakubowicz
37-th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2012, Japan
Communication dans un congrès hal-00737600v1
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Proximal Gradient methods with Adaptive Subspace Sampling

 Dmitry Grishchenko , Franck Iutzeler , Jérôme Malick
Mathematics of Operations Research, 2021, 46 (4), pp.1235-1657, C2. ⟨10.1287/moor.2020.1092⟩
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
MathematicS In Action, 2022, 11 (1), pp.109-114. ⟨10.5802/msia.20⟩
Article dans une revue hal-03544717v1

Distributed Computation of Quantiles via ADMM

 Franck Iutzeler
IEEE Signal Processing Letters, 2017, 24 (5), pp.619 - 623. ⟨10.1109/LSP.2017.2672684⟩
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
Annals of Operations Research, 2020, 295, pp.535-560. ⟨10.1007/s10479-020-03811-5⟩
Article dans une revue hal-02946615v1

Unsupervised density based machine learning for abnormal leveling signatures detection

 Franck Iutzeler , Mathias Chastan , Auguste Lam
SPIE Advanced Lithography, Feb 2021, Online Only, United States. pp.51, ⟨10.1117/12.2581468⟩
Communication dans un congrès hal-03431516v1
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Distributed estimation and optimization in asynchronous networks

 Franck Iutzeler
Networking and Internet Architecture [cs.NI]. Télécom ParisTech, 2013. English. ⟨NNT : 2013ENST0078⟩
Thèse tel-01334788v3

Analysis of max-consensus algorithms in wireless channels

 Franck Iutzeler , Philippe Ciblat , Jérémie Jakubowicz
IEEE Transactions on Signal Processing, 2012, pp.PP
Article dans une revue hal-00737589v1

Estimation distribuée du maximum dans un réseau de capteurs

 Franck Iutzeler , Philippe Ciblat , Walid Hachem , Jérémie Jakubowicz
XXIIIe Colloque GRETSI, Sep 2011, Bordeaux, France
Communication dans un congrès hal-00737593v1
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Harnessing structure in composite nonsmooth minimization

 Gilles Bareilles , Franck Iutzeler , Jérôme Malick
SIAM Journal on Optimization, 2023, 33 (3), pp.2222-2247. ⟨10.1137/22M1505827⟩
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
Structural and Multidisciplinary Optimization, 2023, 66 (3), pp.42. ⟨10.1007/s00158-023-03500-4⟩
Article dans une revue hal-03783171v1

Distributed Projection on the Simplex and l1 Ball via ADMM and Gossip

 Franck Iutzeler , Laurent Condat
IEEE Signal Processing Letters, 2018, 25 (11), pp.1650-1654. ⟨10.1109/LSP.2018.2870951⟩
Article dans une revue hal-01876986v1

Asynchronous Distributed Optimization using a Randomized Alternating Direction Method of Multipliers

 Franck Iutzeler , Pascal Bianchi , Philippe Ciblat , Walid Hachem
CDC, Dec 2013, Italy
Communication dans un congrès hal-00868412v1
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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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On the Proximal Gradient Algorithm with Alternated Inertia

 Franck Iutzeler , Jérôme Malick
Journal of Optimization Theory and Applications, 2018, 176 (3), pp.688-710. ⟨10.1007/s10957-018-1226-4⟩
Article dans une revue hal-01685859v1

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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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

Sondage de spectre coopératif totalement distribué: application à la radio cognitive

 Franck Iutzeler , Philippe Ciblat
GRETSI, Sep 2013, France
Communication dans un congrès hal-00868408v1
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