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Structure: Internal structure identifier : 1001229
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Equilibrium tracking and convergence in dynamic games

Panayotis Mertikopoulos , Mathias Staudigl
CDC 2021 - 60th IEEE Annual Conference on Decision and Control, Dec 2021, Austin, United States. pp.1-8
Conference papers hal-03342397v1
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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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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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Provably Convergent Working Set Algorithm for Non-Convex Regularized Regression

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

Capturing Entity Hierarchy in Data-to-Text Generative Models

Clément Rebuffel , Laure Soulier , Geoffrey Scoutheeten , Patrick Gallinari
First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Jul 2020, Online, France
Conference papers hal-03479813v1
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Combinatorial semi-bandit with known covariance

Rémy Degenne , Vianney Perchet
NIPS 2016 (Conference on Neural Information Processing Systems), Dec 2016, Barcelona, Spain
Conference papers hal-01408534v1
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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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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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Constrained physical-statistics models for dynamical system identification and prediction

Jérémie Donà , Marie Déchelle , Marina Lévy , Patrick Gallinari
ICLR 2022 - The Tenth International Conference on Learning Representations, Apr 2022, virtual event, France
Conference papers hal-03739574v1
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Data-QuestEval: A Reference-less Metric for Data-to-Text Semantic Evaluation

Clément Rebuffel , Thomas Scialom , Laure Soulier , Benjamin Piwowarski , Sylvain Lamprier et al.
2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov 2021, Punta Cana, Dominican Republic. pp.8029-8036, ⟨10.18653/v1/2021.emnlp-main.633⟩
Conference papers hal-03479905v1
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Individual Brain Charting dataset extension, second release of high-resolution fMRI data for cognitive mapping

Ana Luísa Pinho , Alexis Amadon , Baptiste Gauthier , Nicolas Clairis , André Knops et al.
Scientific Data , In press, ⟨10.1038/s41597-020-00670-4⟩
Journal articles hal-02973046v1
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POT : Python Optimal Transport

Rémi Flamary , Nicolas Courty , Alexandre Gramfort , Mokhtar Zahdi Alaya , Aurélie Boisbunon et al.
Journal of Machine Learning Research, 2021
Journal articles hal-03264013v1
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Cristina Butucea , Jean-François Delmas , Anne Dutfoy , Clément Hardy
Preprints, Working Papers, ... hal-03831208v1
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Self-Concordant Analysis of Generalized Linear Bandits with Forgetting

Yoan Russac , Louis Faury , Olivier Cappé , Aurélien Garivier
AISTATS 2021 - International Conference on Artificial Intelligence and Statistics, Apr 2021, San Diego / Virtual, United States
Conference papers hal-02984117v2
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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
Conference papers hal-03002844v1
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UnderGrad: A universal black-box optimization method with almost dimension-free convergence rate guarantees

Kimon Antonakopoulos , Dong Quan Vu , Vokan Cevher , Kfir Yehuda Levy , Panayotis Mertikopoulos et al.
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.1-31
Conference papers hal-03874041v1
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A Neural Tangent Kernel Perspective of GANs

Jean-Yves Franceschi , Emmanuel de Bézenac , Ibrahim Ayed , Mickaël Chen , Sylvain Lamprier et al.
Thirty-ninth International Conference on Machine Learning, Jul 2022, Baltimore, MD, United States.
Poster communications hal-03716574v1
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Bounding and Approximating Intersectional Fairness through Marginal Fairness

Mathieu Molina , Patrick Loiseau
NeurIPS 2022 - 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States. pp.1-32
Conference papers hal-03827777v1
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Online convex optimization in wireless networks and beyond: The feedback -performance trade-off

Elena Veronica Belmega , Panayotis Mertikopoulos , Romain Negrel
RAWNET 2022 - International Workshop on Resource Allocation and Cooperation in Wireless Networks, Sep 2022, Turin, Italy. pp.1-8
Conference papers hal-03737125v2
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Individual Treatment Prescription Effect Estimation in a Low Compliance Setting

Thibaud Rahier , Amélie Héliou , Matthieu Martin , Christophe Renaudin , Eustache Diemert et al.
KDD 2021, Aug 2021, Singapore (virtual), Singapore. pp.1399-1409, ⟨10.1145/3447548.3467343⟩
Conference papers hal-03339108v1
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Differentially Private Individual Treatment Effect Estimation from Aggregated Data

Artem Betlei , Théophane Gregoir , Thibaud Rahier , Aloïs Bissuel , Eustache Diemert et al.
Preprints, Working Papers, ... hal-03339723v1
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Scalable ridge Leverage score sampling for the Nyström method

Farah Cherfaoui , Hachem Kadri , Liva Ralaivola
ICASSP, May 2022, Singapour, Singapore
Conference papers hal-03597111v1
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Robust label attribution for real-time bidding

Martin Bompaire , Antoine Désir , Benjamin Heymann
Preprints, Working Papers, ... hal-02998099v3
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Improved Optimistic Algorithms for Logistic Bandits

Louis Faury , Marc Abeille , Clément Calauzènes , Olivier Fercoq
Preprints, Working Papers, ... hal-02767843v1
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Diffusive limit approximation of pure jump optimal ergodic control problems

Marc Abeille , Bruno Bouchard , Lorenzo Croissant
Preprints, Working Papers, ... hal-03792090v1
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Efficient Kernel UCB for Contextual Bandits

Houssam Zenati , Alberto Bietti , Eustache Diemert , Julien Mairal , Matthieu Martin et al.
International Conference on Artificial Intelligence and Statistics, Mar 2022, Valencia, Spain. pp.5689-5720
Conference papers hal-03575953v1

Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction

Bruno Taillé , Vincent Guigue , Geoffrey Scoutheeten , Patrick Gallinari
EMNLP 2021, Nov 2021, Punta Cana (online), Dominican Republic. pp.10438-10449
Conference papers hal-03480371v1
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PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation

Clément Rebuffel , Laure Soulier , Geoffrey Scoutheeten , Patrick Gallinari
Proceedings of the 13th International Conference on Natural Language Generation, INLG 2020, Dec 2020, Dublin, Ireland
Conference papers hal-03479883v1