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Louis Faury
Louis Faury
Helsing AI
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Improved Optimistic Algorithms for Logistic Bandits
L Faury, M Abeille, C Calauzènes, O Fercoq
International Conference on Machine Learning (ICML), 3052-3060, 2020
522020
Distributionally Robust Counterfactual Risk Minimization
L Faury, U Tanielian, F Vasile, E Smirnova, E Dohmatob
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) 34, 3850-3857, 2019
412019
Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits
M Abeille, L Faury, C Calauzènes
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
172020
Regret Bounds for Generalized Linear Bandits under Parameter Drift
L Faury, Y Russac, M Abeille, C Calauzènes
arXiv preprint arXiv:2103.05750, 2021
102021
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting
Y Russac, L Faury, O Cappé, A Garivier
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020
82020
Improving Offline Contextual Bandits with Distributional Robustness
O Sakhi, L Faury, F Vasile
RecSys Workshop on Reinforcement Learning and Robust Estimators for …, 2020
72020
Improving Evolutionary Strategies with Generative Neural Networks
L Faury, C Calauzenes, O Fercoq, S Krichen
arXiv preprint arXiv:1901.11271, 2019
62019
A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions
L Faury, Y Russac, M Abeille, C Calauzčnes
Algorithmic Learning Theory (ALT), 2021
32021
Benchmarking GNN-CMA-ES on the BBOB noiseless testbed
L Faury, C Calauzènes, O Fercoq
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
32019
Rover Descent: Learning to optimize by learning to navigate on prototypical loss surfaces
L Faury, F Vasile
12th International Conference on Learning and Intelligent Optimization …, 2018
32018
Jointly Efficient and Optimal Algorithms for Logistic Bandits
L Faury, M Abeille, KS Jun, C Calauzènes
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
22022
Variance-Sensitive Confidence Intervals for Parametric and Offline Bandits
L Faury
22021
Neural Generative Models for Global Optimization with Gradients
L Faury, F Vasile, C Calauzènes, O Fercoq
arXiv preprint arXiv:1805.08594, 2018
22018
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