Cyrille Kone

According to our database, Cyrille Kone authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Optimal Posterior Sampling for Policy Identification in Tabular Markov Decision Processes.

Cyrille Kone, Kevin Jamieson

CoRR, May, 2026

2025

Efficient Multi-Objective Pure Exploration: Pareto Set Identification and Applications to Clinical Trials. (Exploration pure à objectifs multiples: identification du front de Pareto et applications aux essais cliniques de phase précoce).

Cyrille Kone

PhD thesis, 2025

Constrained Pareto Set Identification with Bandit Feedback.

Cyrille Kone, Emilie Kaufmann, Laura Richert

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Bandit Pareto Set Identification in a Multi-Output Linear Model.

Cyrille Kone, Emilie Kaufmann, Laura Richert

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Pareto Set Identification With Posterior Sampling.

Cyrille Kone, Marc Jourdan, Emilie Kaufmann

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Bandit Pareto Set Identification: the Fixed Budget Setting.

Cyrille Kone, Emilie Kaufmann, Laura Richert

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Adaptive Algorithms for Relaxed Pareto Set Identification.

Cyrille Kone, Emilie Kaufmann, Laura Richert

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023