Louis Faury

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 18

Top Topics

Orders Of Magnitude

Generalized Linear

Computationally Complex

Top Venues

GECCO (Companion)

Publications

Louis Faury, Marc Abeille, Kwang-Sung Jun, Clément Calauzènes
Jointly Efficient and Optimal Algorithms for Logistic Bandits. CoRR (2022)
Louis Faury, Marc Abeille, Kwang-Sung Jun, Clément Calauzènes
Jointly Efficient and Optimal Algorithms for Logistic Bandits. AISTATS (2022)
Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. AISTATS (2021)
Marc Abeille, Louis Faury, Clément Calauzènes
Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits. AISTATS (2021)
Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes
A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions. ALT (2021)
Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes
Regret Bounds for Generalized Linear Bandits under Parameter Drift. CoRR (2021)
Louis Faury, Ugo Tanielian, Elvis Dohmatob, Elena Smirnova, Flavian Vasile
Distributionally Robust Counterfactual Risk Minimization. AAAI (2020)
Otmane Sakhi, Louis Faury, Flavian Vasile
Improving Offline Contextual Bandits with Distributional Robustness. CoRR (2020)
Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq
Improved Optimistic Algorithms for Logistic Bandits. CoRR (2020)
Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq
Improved Optimistic Algorithms for Logistic Bandits. ICML (2020)
Marc Abeille, Louis Faury, Clément Calauzènes
Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits. CoRR (2020)
Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. CoRR (2020)
Louis Faury, Ugo Tanielian, Flavian Vasile, Elena Smirnova, Elvis Dohmatob
Distributionally Robust Counterfactual Risk Minimization. CoRR (2019)
Louis Faury, Clément Calauzènes, Olivier Fercoq, Syrine Krichene
Improving Evolutionary Strategies with Generative Neural Networks. CoRR (2019)
Louis Faury, Clément Calauzènes, Olivier Fercoq
Benchmarking GNN-CMA-ES on the BBOB noiseless testbed. GECCO (Companion) (2019)
Louis Faury, Flavian Vasile, Clément Calauzènes, Olivier Fercoq
Neural Generative Models for Global Optimization with Gradients. CoRR (2018)
Louis Faury, Flavian Vasile
Rover Descent: Learning to optimize by learning to navigate on prototypical loss surfaces. CoRR (2018)
Louis Faury, Flavian Vasile
Rover Descent: Learning to Optimize by Learning to Navigate on Prototypical Loss Surfaces. LION (2018)