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Structure: Internal structure identifier : 458139
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Regularized Contextual Bandits

Xavier Fontaine , Quentin Berthet , Vianney Perchet
The 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Apr 2019, Naha, Japan
Conference papers hal-02457917v1
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QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated Learning

Maxime Vono , Vincent Plassier , Alain Durmus , Aymeric Dieuleveut , Eric Moulines et al.
International Conference on Artificial Intelligence and Statistics, 2022, Online, France
Conference papers hal-03589952v1
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A Principle of Least Action for the Training of Neural Networks

Skander Karkar , Ibrahim Ayed , Emmanuel de Bezenac , Patrick Gallinari
ECML PKDD, Sep 2020, Ghent, Belgium
Conference papers hal-03038615v1
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PDE-Driven Spatiotemporal Disentanglement

Jérémie Donà , Jean-Yves Franceschi , Sylvain Lamprier , Patrick Gallinari
The Ninth International Conference on Learning Representations, International Conference on Representation Learning, May 2021, Vienne, Austria
Conference papers hal-02911067v3
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No-regret learning and mixed Nash equilibria: They do not mix

Lampros Flokas , Emmanouil Vasileios Vlatakis-Gkaragkounis , Thanasis Lianeas , Panayotis Mertikopoulos , Georgios Piliouras et al.
NeurIPS 2020 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada. pp.1-24
Conference papers hal-03043763v1
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Real-Time Optimisation for Online Learning in Auctions

Lorenzo Croissant , Marc Abeille , Clément Calauzènes
International Conference on Machine Learning 2020, Jul 2020, Vienna, Austria
Conference papers hal-02971118v1
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Kuhn's Equivalence Theorem for Games in Intrinsic Form

Benjamin Heymann , Michel de Lara , Jean-Philippe Chancelier
Preprints, Working Papers, ... hal-02880591v1
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport

Rosanna Turrisi , Rémi Flamary , Alain Rakotomamonjy , Massimiliano Pontil
Preprints, Working Papers, ... hal-02877779v1
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Adaptive learning in continuous games: Optimal regret bounds and convergence to Nash equilibrium

Yu-Guan Hsieh , Kimon Antonakopoulos , Panayotis Mertikopoulos
COLT 2021 - the 34th Annual Conference on Learning Theory, Aug 2021, Boulder, United States. pp.1-34
Conference papers hal-03342410v1
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PDE-Driven Spatiotemporal Disentanglement

Jérémie Donà , Jean-Yves Franceschi , Sylvain Lamprier , Patrick Gallinari
The Ninth International Conference on Learning Representations, May 2021, Vienne (virtual), Austria.
Poster communications hal-03181039v1
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Screening Rules for Lasso with Non-Convex Sparse Regularizers

Alain Rakotomamonjy , Gilles Gasso , Joseph Salmon
International Conference on Machine Learning, 2019, Long Beach, United States
Conference papers hal-02017967v1
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Differentiable Feature Selection, a Reparameterization Approach

Jérémie Dona , Patrick Gallinari
ECML PDKK 2021, Sep 2021, Virtual, France
Conference papers hal-03291389v1
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HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization

Jingang Qu , Thibault Faney , Ze Wang , Patrick Gallinari , Soleiman Yousef et al.
Preprints, Working Papers, ... hal-03855006v1

Benchmarking GNN-CMA-ES on the BBOB noiseless testbed

Louis Faury , Clément Calauzènes , Olivier Fercoq
the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, Czech Republic. pp.1928-1936
Conference papers hal-02269139v1

Learning in repeated auctions

Thomas Nedelec , Clément Calauzènes , Noureddine El Karoui , Vianney Perchet
Preprints, Working Papers, ... hal-03089800v1

Utility/Privacy Trade-off through the lens of Optimal Transport

Etienne Boursier , Vianney Perchet
International Conference on Artificial Intelligence and Statistics, 2020, Virtual, France
Conference papers hal-03089773v1
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A Discrete RKHS Standpoint for Nyström MMD

Farah Cherfaoui , Hachem Kadri , Sandrine Anthoine , Liva Ralaivola
Preprints, Working Papers, ... hal-03651849v1
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Approachability of convex sets in generalized quitting games

János Flesch , Rida Laraki , Vianney Perchet
Conference On Learning Theory, Jun 2016, New York, United States
Conference papers hal-01373174v1
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Sifting through the noise: Universal first-order methods for stochastic variational inequalities

Kimon Antonakopoulos , Thomas Pethick , Ali Kavis , Panayotis Mertikopoulos , Volkan Cevher et al.
NeurIPS 2021 - 35th International Conference on Neural Information Processing Systems, Dec 2021, Virtual, Unknown Region. pp.1-39
Conference papers hal-03357714v1
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Fighting Boredom in Recommender Systems with Linear Reinforcement Learning

Romain Warlop , Alessandro Lazaric , Jérémie Mary
Neural Information Processing Systems, Dec 2018, Montreal, Canada. ⟨10.5555/3326943.3327105⟩
Conference papers hal-01915468v1
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An Extensible Benchmarking Graph-Mesh Dataset for Studying Steady-State Incompressible Navier-Stokes Equations

Florent Bonnet , Jocelyn Ahmed Mazari , Thibaut Munzer , Pierre Yser , Patrick Gallinari et al.
ICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, In remote, France
Conference papers hal-03709263v1
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A survey on multi-player bandits

Etienne Boursier , Vianney Perchet
Preprints, Working Papers, ... hal-03941302v1
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Singleshot : a scalable Tucker tensor decomposition

Abraham Traoré , Maxime Berar , Alain Rakotomamonjy
Advances in Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Conference papers hal-02288245v2
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APHYN-EP: Physics-based deep learning framework to learn and forecast cardiac electrophysiology dynamics

Victoriya Kashtanova , Mihaela Pop , Ibrahim Ayed , Patrick Gallinari , Maxime Sermesant et al.
STACOM 2022 - 13th Workhop on Statistical Atlases and Computational Modelling of the Heart, Sep 2022, Singapore, Singapore
Conference papers hal-03894974v1
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Integrating isolated examples with weakly-supervised sound event detection: a direct approach

Mohammad Abdollahi , Romain Serizel , Alain Rakotomamonjy , Gilles Gasso
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), Nov 2022, Nancy, France
Conference papers hal-03894965v1
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Improved Optimistic Algorithms for Logistic Bandits

Louis Faury , Marc Abeille , Clément Calauzènes , Olivier Fercoq
International Conference of Machine Learning, Jul 2020, Vienne, Austria
Conference papers hal-02932836v1

Explicit shading strategies for repeated truthful auctions

Marc Abeille , Clément Calauzènes , Noureddine El Karoui , Thomas Nedelec , Vianney Perchet et al.
Preprints, Working Papers, ... hal-03089527v1
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Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications

Morgane Goibert , Stéphan Clémençon , Ekhine Irurozki , Pavlo Mozharovskyi
25th International Conference on Artificial Intelligence and Statistics AISTATS 2022, Mar 2022, Valence, Spain
Conference papers hal-03537148v1
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Online A-optimal design and active linear regression

Xavier Fontaine , Pierre Perrault , Michal Valko , Vianney Perchet
International Conference on Machine Learning, Jul 2021, Vienna / Virtual, Austria
Conference papers hal-03289318v1
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Provably Convergent Working Set Algorithm for Non-Convex Regularized Regression

Alain Rakotomamonjy , Rémi Flamary , Gilles Gasso , Joseph Salmon
Preprints, Working Papers, ... hal-02875560v4