Publications

Preprints

Pareto Set Identification With Posterior Sampling
Cyrille Kone, Marc Jourdan, Emilie Kaufmann
[ pdf ] [ code ]

Bandit Pareto Set Identification with a Multi-output linear model
Cyrille Kone, Emilie Kaufmann, Laura Richert
[ pdf ] [ code ]

Conference papers

2023

Adaptive Algorithms for Relaxed Pareto Set Identification, NeurIPS 2023
Cyrille Kone, Emilie Kaufmann, Laura Richert
[ pdf ] [ slides ] [ poster ] [ code ]

Bandit Pareto Set Identification: The Fixed-Budget Setting, AISTATS 2023
Cyrille Kone, Emilie Kaufmann, Laura Richert.
[ pdf ] slides ][ poster ][ code ]

Theses

Optimal Bandits Algorithms for Pure Exploration with Multivariate Distributions
Cyrille Kone
Master's thesis (computer science and statistical learning)
ENS Paris-Saclay, 2022

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