Gilles Stoltz
Orcid: 0000-0003-1240-1007
According to our database1,
Gilles Stoltz
authored at least 40 papers
between 2005 and 2023.
Collaborative distances:
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Bibliography
2023
Symphony of experts: orchestration with adversarial insights in reinforcement learning.
CoRR, 2023
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits.
Proceedings of the International Conference on Algorithmic Learning Theory, 2023
2022
KL-UCB-Switch: Optimal Regret Bounds for Stochastic Bandits from Both a Distribution-Dependent and a Distribution-Free Viewpoints.
J. Mach. Learn. Res., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
2019
Math. Oper. Res., 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Uniform regret bounds over R<sup>d</sup> for the sequential linear regression problem with the square loss.
Proceedings of the Algorithmic Learning Theory, 2019
2018
2017
2014
J. Mach. Learn. Res., 2014
Approachability in unknown games: Online learning meets multi-objective optimization.
Proceedings of The 27th Conference on Learning Theory, 2014
Proceedings of The 27th Conference on Learning Theory, 2014
2013
Forecasting electricity consumption by aggregating specialized experts - A review of the sequential aggregation of specialized experts, with an application to Slovakian and French country-wide one-day-ahead (half-)hourly predictions.
Mach. Learn., 2013
2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Algorithmic Learning Theory - 23rd International Conference, 2012
2011
Theor. Comput. Sci., 2011
Proceedings of the COLT 2011, 2011
A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences.
Proceedings of the COLT 2011, 2011
Proceedings of the Algorithmic Learning Theory - 22nd International Conference, 2011
2010
2009
Proceedings of the Algorithmic Learning Theory, 20th International Conference, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Games Econ. Behav., 2007
2006
2005