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No-regret learning and mixed Nash equilibria: They do not mixNeurIPS 2020 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada. pp.1-24
Conference papers
hal-03043763v1
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A Principle of Least Action for the Training of Neural NetworksECML PKDD, Sep 2020, Ghent, Belgium
Conference papers
hal-03038615v1
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport2020
Preprints, Working Papers, ...
hal-02877779v1
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PDE-Driven Spatiotemporal DisentanglementThe Ninth International Conference on Learning Representations, May 2021, Vienne (virtual), Austria.
Conference poster
hal-03181039v1
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PDE-Driven Spatiotemporal DisentanglementThe Ninth International Conference on Learning Representations, International Conference on Representation Learning, May 2021, Vienne, Austria
Conference papers
hal-02911067v3
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Differentiable Feature Selection, a Reparameterization ApproachECML PDKK 2021, Sep 2021, Virtual, France
Conference papers
hal-03291389v1
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A survey on multi-player bandits2022
Preprints, Working Papers, ...
hal-03941302v1
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A Discrete RKHS Standpoint for Nyström MMD2022
Preprints, Working Papers, ...
hal-03651849v1
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Sifting through the noise: Universal first-order methods for stochastic variational inequalitiesNeurIPS 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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An Extensible Benchmarking Graph-Mesh Dataset for Studying Steady-State Incompressible Navier-Stokes EquationsICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, In remote, France
Conference papers
hal-03709263v1
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Adaptive learning in continuous games: Optimal regret bounds and convergence to Nash equilibriumCOLT 2021 - the 34th Annual Conference on Learning Theory, Aug 2021, Boulder, United States. pp.1-34
Conference papers
hal-03342410v1
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QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated LearningInternational Conference on Artificial Intelligence and Statistics, 2022, Online, France
Conference papers
hal-03589952v1
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HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization2022
Preprints, Working Papers, ...
hal-03855006v1
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Regularized Contextual BanditsThe 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Apr 2019, Naha, Japan
Conference papers
hal-02457917v1
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Learning in repeated auctions2020
Preprints, Working Papers, ...
hal-03089800v1
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Approachability of convex sets in generalized quitting gamesConference On Learning Theory, Jun 2016, New York, United States
Conference papers
hal-01373174v1
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Separating Retention from Extraction in the Evaluation of End-to-end Relation ExtractionEMNLP 2021, Nov 2021, Punta Cana (online), Dominican Republic. pp.10438-10449
Conference papers
hal-03480371v1
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Online convex optimization in wireless networks and beyond: The feedback -performance trade-offRAWNET 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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Diffusive limit approximation of pure jump optimal ergodic control problems2022
Preprints, Working Papers, ...
hal-03792090v1
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A Neural Tangent Kernel Perspective of GANsConference poster hal-03716574v1 |
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Reallocation with priorities and minimal envy mechanismsEconomic Theory, In press, ⟨10.1007/s00199-022-01465-x⟩
Journal articles
hal-03951678v1
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UnderGrad: A universal black-box optimization method with almost dimension-free convergence rate guaranteesICML 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 GANs39th International Conference on Machine Learning, International Machine Learning Society, Jul 2022, Baltimore, MD, United States. pp.6660-6704
Conference papers
hal-03254591v5
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Bounding and Approximating Intersectional Fairness through Marginal FairnessNeurIPS 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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Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize ScalingNeurIPS '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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Self-Concordant Analysis of Generalized Linear Bandits with ForgettingAISTATS 2021 - International Conference on Artificial Intelligence and Statistics, Apr 2021, San Diego / Virtual, United States
Conference papers
hal-02984117v2
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A differential game on Wasserstein space. Application to weak approachability with partial monitoringJournal of Dynamics and Games, 2019
Journal articles
hal-03089560v1
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Robust Stackelberg buyers in repeated auctionsdInternational Conference on Artificial Intelligence and Statistics, 2020, virtual, France
Conference papers
hal-03089777v1
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PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text GenerationProceedings of the 13th International Conference on Natural Language Generation, INLG 2020, Dec 2020, Dublin, Ireland
Conference papers
hal-03479883v1
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Scalable ridge Leverage score sampling for the Nyström methodICASSP, May 2022, Singapour, Singapore
Conference papers
hal-03597111v1
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