Publications

Cyrille Kone, Marc Jourdan, Emilie Kaufmann (2024). Pareto Set Identification with Posterior Sampling. AISTATS 2025.

Riccardo Poiani, Marc Jourdan, Emilie Kaufmann, Rémy Degenne (2024). Best-Arm Identification in Unimodal Bandits. AISTATS 2025.

Marc Jourdan (2024). Solving Pure Exploration Problems with the Top Two Approach. Université de Lille.

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Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu (2024). Differentially Private Best-Arm Identification.

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Marc Jourdan, Clémence Réda (2023). An Anytime Algorithm for Good Arm Identification.

Marc Jourdan, Rémy Degenne, Emilie Kaufmann (2023). An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond. NeurIPS 2023.

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Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu (2023). On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence. NeurIPS 2023.

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Marc Jourdan, Rémy Degenne (2023). Non-Asymptotic Analysis of a UCB-based Top Two Algorithm. NeurIPS 2023.

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Marc Jourdan, Rémy Degenne, Emilie Kaufmann (2023). Dealing with Unknown Variances in Best-Arm Identification. ALT 2023.

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Marc Jourdan, Rémy Degenne, Dorian Baudry, Rianne de Heide, Emilie Kaufmann (2022). Top Two Algorithms Revisited. NeurIPS 2022.

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Marc Jourdan, Rémy Degenne (2022). Choosing Answers in ε-Best-Answer Identification for Linear Bandits. ICML 2022.

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Marc Jourdan, Karolis Martinkus, David Roschewitz, Martin Strohmeier (2021). I Know Where You Are Going: Predicting Flight Destinations of Corporate and State Aircraft. Eng. Proc. 2021.

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Marc Jourdan, Mojmír Mutný, Johannes Kirschner, Andreas Krause (2021). Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback. ALT 2021.

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Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande (2018). A Probabilistic Model of the Bitcoin Blockchain. CVPRW 2019.

Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande (2018). Characterizing Entities in the Bitcoin Blockchain. ICDMW 2018.