105 documents
- Laurent Meunier, Raphael Ettedgui, Rafaël Pinot, Yann Chevaleyre, Jamal Atif. Towards Consistency in Adversarial Classification. 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Nov 2022, Virtual conference, United States. ⟨hal-04014745⟩
- Rémi Chan--Renous-Legoubin, Clément Royer. A nonlinear conjugate gradient method with complexity guarantees and its application to nonconvex regression. EURO Journal on Computational Optimization, 2022, 10, pp.100044. ⟨10.1016/j.ejco.2022.100044⟩. ⟨hal-03866347⟩
- Rafael Pinot, Laurent Meunier, Florian Yger, Cédric Gouy-Pailler, Yann Chevaleyre, et al.. On the robustness of randomized classifiers to adversarial examples. Machine Learning, 2022, 111 (9), pp.3425-3457. ⟨10.1007/s10994-022-06216-6⟩. ⟨hal-03916842⟩
- El Houcine Bergou, Youssef Diouane, Vladimir Kunc, Vyacheslav Kungurtsev, Clément Royer. A Subsampling Line-Search Method with Second-Order Results. INFORMS Journal on Optimization, 2022, 4 (4), pp.403-425. ⟨10.1287/ijoo.2022.0072⟩. ⟨hal-03946165⟩
- El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev, Clément Royer. A Stochastic Levenberg--Marquardt Method Using Random Models with Complexity Results. SIAM/ASA Journal on Uncertainty Quantification, 2022, 10 (1), pp.507-536. ⟨10.1137/20M1366253⟩. ⟨hal-03866363⟩
- Boris Doux, Benjamin Negrevergne, Tristan Cazenave. Deep Reinforcement Learning for Morpion Solitaire. ACG 2021: Advances in Computer Games, Nov 2021, Online, France. pp.14-26, ⟨10.1007/978-3-031-11488-5_2⟩. ⟨hal-03960968⟩
- David Saltiel, Eric Benhamou. Trade Selection with Supervised Learning and OCA. ECML PKDD MIDAS 2021, Sep 2021, Bilbao (online), Spain. ⟨10.1007/978-3-030-66981-2\_1⟩. ⟨hal-02012476⟩
- Laurent Meunier, Meyer Scetbon, Rafaël Pinot, Jamal Atif, Yann Chevaleyre. Mixed Nash Equilibria in the Adversarial Examples Game. International Conference on Machine Learning (ICML), Aug 2021, paris, France. ⟨hal-03916826⟩
- Eric Benhamou, Jean Jacques Ohana, David Saltiel, Beatrice Guez. Regime change detection with GBDT and Shapley values. 2021. ⟨hal-03320304⟩
- Eric Benhamou, Jean Jacques Ohana, David Saltiel, Beatrice Guez. Detecting crisis event with Gradient Boosting Decision Trees. 2021. ⟨hal-03320297⟩
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