Marc JOURDAN

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  • Scool (Scool)
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Publications

Image document

Best-Arm Identification in Unimodal Bandits

Riccardo Poiani , Marc Jourdan , Emilie Kaufmann , Rémy Degenne
AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics, May 2025, Phuket, Thailand
Communication dans un congrès hal-05125233 v1
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Pareto Set Identification With Posterior Sampling

Cyrille Kone , Marc Jourdan , Emilie Kaufmann
AISTATS 2025 - 28th International Conference on Artificial In- telligence and Statistic, May 2025, Phuket, Thailand
Communication dans un congrès hal-05125257 v1
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Optimal Best Arm Identification under Differential Privacy

Marc Jourdan , Achraf Azize
NeurIPS 2025 - 39thh Annual Conference on Neural Information Processing Systems, Dec 2025, San Diego, United States
Communication dans un congrès hal-05393608 v1
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Dealing with Unknown Variances in Best-Arm Identification

Marc Jourdan , Rémy Degenne , Emilie Kaufmann
Algorithmic Learning Theory (ALT), Feb 2023, Singapore (SG), Singapore
Communication dans un congrès hal-04306221 v1

On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence

Achraf Azize , Marc Jourdan , Aymen Al Marjani , Debabrota Basu
NeurIPS 2023 – Conference on Neural Information Processing Systems, Dec 2023, New Orleans (US), United States. pp.71150--71194
Communication dans un congrès hal-04215474 v1
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An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond

Marc Jourdan , Rémy Degenne , Emilie Kaufmann
Advances in Neural Information Processing Systems (NeurIPS), Dec 2023, New Orleans, United States
Communication dans un congrès hal-04306214 v1

Non-Asymptotic Analysis of a UCB-based Top Two Algorithm

Marc Jourdan , Rémy Degenne
Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, New Orleans (Louisiana), United States
Communication dans un congrès hal-03830958 v1

Choosing Answers in epsilon-Best-Answer Identification for Linear Bandits

Rémy Degenne , Marc Jourdan
39th International Conference on Machine Learning (ICML 2022), Jul 2022, Baltimore, United States
Communication dans un congrès hal-03830700 v1
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Top Two Algorithms Revisited

Marc Jourdan , Rémy Degenne , Dorian Baudry , Rianne de Heide , Emilie Kaufmann
NeurIPS 2022 - 36th Conference on Neural Information Processing System, Nov 2022, New Orleans, United States
Communication dans un congrès hal-03825103 v1