| Improved Optimistic Algorithms for Logistic Bandits L Faury, M Abeille, C Calauzènes, O Fercoq International Conference on Machine Learning (ICML), 3052-3060, 2020 | 108 | 2020 |
| 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 | 57 | 2019 |
| Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits M Abeille, L Faury, C Calauzènes International Conference on Artificial Intelligence and Statistics (AISTATS), 2020 | 47 | 2020 |
| 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 | 29 | 2022 |
| 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 | 21 | 2020 |
| Regret Bounds for Generalized Linear Bandits under Parameter Drift L Faury, Y Russac, M Abeille, C Calauzènes arXiv preprint arXiv:2103.05750, 2021 | 16* | 2021 |
| Improving Offline Contextual Bandits with Distributional Robustness O Sakhi, L Faury, F Vasile RecSys Workshop on Reinforcement Learning and Robust Estimators for …, 2020 | 11 | 2020 |
| Improving Evolutionary Strategies with Generative Neural Networks L Faury, C Calauzenes, O Fercoq, S Krichen arXiv preprint arXiv:1901.11271, 2019 | 8 | 2019 |
| Variance-Sensitive Confidence Intervals for Parametric and Offline Bandits L Faury | 4 | 2021 |
| A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions L Faury, Y Russac, M Abeille, C Calauzènes Algorithmic Learning Theory (ALT), 2021 | 4 | 2021 |
| 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 | 3 | 2019 |
| 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 | 3 | 2018 |
| Neural Generative Models for Global Optimization with Gradients L Faury, F Vasile, C Calauzènes, O Fercoq arXiv preprint arXiv:1805.08594, 2018 | 2 | 2018 |
Clément CalauzènesCriteo AI LabVerified email at criteo.com
