EK
Emilie Kaufmann
cs.LGstat.MLmath.STstat.THcs.AIcs.CRAdaptive clinical trialBayesian optimizationCollaborative filteringcs.GT
On Valency
published · living versionsW_4gh879ma·v1 · currentpublished
W_gfzjbtxd·v1published
Preprints & journals
58 papers in the corpus · 2012–2026Sample Efficient Hierarchical Reinforcement Learning via Best Policy Identification2607.29294v1 · Anders Jonsson, Emilie Kaufmann, Gianmarco Tedeschi et al.2026 · 0 citationsarXiv
On Response-Adaptive Targeting Strategies for Multi-Treatment Experiments2606.17777v1 · Redouane Yagouti, R'emy Degenne, Emilie Kaufmann2026 · 0 citationsarXiv
Repeated Bilateral Trade: The Quest for Fairness2606.15369v1 · Francois Bachoc, Roberto Colomboni, Emilie Kaufmann2026 · 0 citationsarXiv
Sequential Membership Inference Attacks2602.16596v2 · Thomas Michel, Debabrota Basu, Emilie Kaufmann2026 · 0 citationsarXiv
DP-SPRT: Differentially Private Sequential Probability Ratio Tests2508.06377v2 · Thomas Michel, Debabrota Basu, Emilie Kaufmann2025 · 0 citationsarXiv
Bandit Pareto Set Identification in a Multi-Output Linear Model2507.04255v1 · Cyrille Kone, Emilie Kaufmann, Laura Richert2025 · 0 citationsAISTATS 2025
Constrained Pareto Set Identification with Bandit Feedback2506.08127v1 · Cyrille Kone, Emilie Kaufmann, Laura Richert2025 · 0 citationsarXiv
Pareto Set Identification With Posterior Sampling2411.04939v1 · Cyrille Kone, Marc Jourdan, Emilie Kaufmann2024 · 0 citationsarXiv
Best-Arm Identification in Unimodal Bandits2411.01898v2 · Riccardo Poiani, Marc Jourdan, Emilie Kaufmann et al.2024 · 0 citationsarXiv
Optimal Multi-Fidelity Best-Arm Identification2406.03033v2 · Riccardo Poiani, R'emy Degenne, Emilie Kaufmann et al.2024 · 2 citationsarXiv
Power Mean Estimation in Stochastic Monte-Carlo Tree_Search2406.02235v1 · Tuan Dam, Odalric-Ambrym Maillard, Emilie Kaufmann2024 · 0 citationsarXiv
Finding good policies in average-reward Markov Decision Processes without prior knowledge2405.17108v1 · Adrienne Tuynman, R'emy Degenne, Emilie Kaufmann2024 · 2 citationsarXiv
Bandit Pareto Set Identification: the Fixed Budget Setting2311.03992v2 · Cyrille Kone, Emilie Kaufmann, Laura Richert2023 · 4 citationsAISTATS 2024
Towards Instance-Optimality in Online PAC Reinforcement Learning2311.05638v1 · Aymen Al-Marjani, Andrea Tirinzoni, Emilie Kaufmann2023 · 0 citationsarXiv
Adaptive Algorithms for Relaxed Pareto Set Identification2307.00424v2 · Cyrille Kone, Emilie Kaufmann, Laura Richert2023 · 4 citationsarXiv
Active Coverage for PAC Reinforcement Learning2306.13601v1 · Aymen Al-Marjani, Andrea Tirinzoni, Emilie Kaufmann2023 · 1 citationarXiv
An -Best-Arm Identification Algorithm for Fixed-Confidence and Beyond2305.16041v2 · Marc Jourdan, R'emy Degenne, Emilie Kaufmann2023 · 4 citationsarXiv
Dealing with Unknown Variances in Best-Arm Identification2210.00974v2 · Marc Jourdan, R'emy Degenne, Emilie Kaufmann2022 · 1 citationarXiv
Optimistic PAC Reinforcement Learning: the Instance-Dependent View2207.05852v1 · Andrea Tirinzoni, Aymen Al-Marjani, Emilie Kaufmann2022 · 0 citationsarXiv
Top Two Algorithms Revisited2206.05979v2 · Marc Jourdan, R'emy Degenne, Dorian Baudry et al.2022 · 3 citationsarXiv
Near-Optimal Collaborative Learning in Bandits2206.00121v2 · Cl'emence R'eda, Sattar Vakili, Emilie Kaufmann2022 · 4 citationsarXiv
Efficient Algorithms for Extreme Bandits2203.10883v1 · Dorian Baudry, Yoan Russac, Emilie Kaufmann2022 · 0 citationsarXiv
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs2203.09251v3 · Andrea Tirinzoni, Aymen Al-Marjani, Emilie Kaufmann2022 · 2 citationsarXiv
Top-m identification for linear bandits2103.10070v1 · Cl'emence R'eda, Emilie Kaufmann, Andr'ee Delahaye-Duriez2021 · 4 citationsarXiv
Optimal Thompson Sampling strategies for support-aware CVaR bandits2012.05754v3 · Dorian Baudry, Romain Gautron, Emilie Kaufmann et al.2020 · 15 citationsarXiv
Sub-sampling for Efficient Non-Parametric Bandit Exploration2010.14323v1 · Dorian Baudry, Emilie Kaufmann, Odalric-Ambrym Maillard (SEQUEL)2020 · 6 citationsarXiv
Episodic Reinforcement Learning in Finite MDPs: Minimax Lower Bounds Revisited2010.03531v1 · Omar Darwiche Domingues, Pierre M'enard, Emilie Kaufmann et al.2020 · 26 citationsarXiv
Fast active learning for pure exploration in reinforcement learning2007.13442v2 · Pierre M'enard, Omar Darwiche Domingues, Anders Jonsson et al.2020 · 25 citationsarXiv
A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces2007.05078v2 · Omar Darwiche Domingues, Pierre M'enard, Matteo Pirotta et al.2020 · 14 citationsarXiv
Adaptive Reward-Free Exploration2006.06294v2 · Emilie Kaufmann, Pierre M'enard, Omar Darwiche Domingues et al.2020 · 11 citationsarXiv
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity2006.05879v1 · Anders Jonsson, Emilie Kaufmann, Pierre M'enard et al.2020 · 11 citationsarXiv
Kernel-Based Reinforcement Learning: A Finite-Time Analysis2004.05599v3 · Omar Darwiche Domingues, Pierre M'enard, Matteo Pirotta et al.2020 · 3 citationsarXiv
Machine learning applications in drug development.33489002 · Réda, Clémence, Kaufmann, Emilie, Delahaye-Duriez, Andrée2023 · 228 citationsComputational and structural biotechnology journal. 2020;18:241-252
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling1912.03074v1 · Cindy Trinh, Emilie Kaufmann, Claire Vernade et al.2019 · 15 citationsarXiv
Fixed-Confidence Guarantees for Bayesian Best-Arm Identification1910.10945v3 · Xuedong Shang, Rianne de Heide, Emilie Kaufmann et al.2019 · 14 citationsarXiv
Non-Asymptotic Sequential Tests for Overlapping Hypotheses and application to near optimal arm identification in bandit models1905.03495v2 · Aur'elien Garivier (UMPA-ENSL, MC2), Emilie Kaufmann2019 · 2 citationsSequential Analysis, Taylor \& Francis, 2021
On Multi-Armed Bandit Designs for Dose-Finding Clinical Trials1903.07082v2 · Maryam Aziz, Emilie Kaufmann, Marie-Karelle Riviere2019 · 25 citationsarXiv
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits1902.01575v2 · Lilian Besson (IRISA), Emilie Kaufmann, Odalric-Ambrym Maillard (Scool) et al.2019 · 25 citationsarXiv
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players1902.01239v4 · Etienne Boursier, Emilie Kaufmann, Abbas Mehrabian et al.2019 · 43 citationsarXiv
Mixture Martingales Revisited with Applications to Sequential Tests and Confidence Intervals1811.11419v2 · Emilie Kaufmann, Wouter Koolen (CWI)2018 · 29 citationsJournal of Machine Learning Research, Microtome Publishing, 2021
Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings1807.00491v1 · R'emi Bonnefoi (IETR), Lilian Besson (IETR, SEQUEL et al.2018 · 85 citationsCROWNCOM 2017 - 12th EAI International Conference on Cognitive Radio Oriented Wireless Networks, Sep 2017, Lisbon, Portugal. http://crowncom.org/2017/
Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling1806.00973v1 · Emilie Kaufmann, Wouter Koolen (CWI), Aurelien Garivier (IMT)2018 · 14 citationsarXiv
What Doubling Tricks Can and Can't Do for Multi-Armed Bandits1803.06971v1 · Lilian Besson (IETR), Emilie Kaufmann2018 · 56 citationsarXiv
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence1803.04665v1 · Maryam Aziz, Jesse Anderton, Emilie Kaufmann et al.2018 · 11 citationsarXiv
Multi-Player Bandits Revisited1711.02317v3 · Lilian Besson (IETR, SEQUEL), Emilie Kaufmann (CRIStAL et al.2017 · 53 citationsAlgorithmic Learning Theory, Apr 2018, Lanzarote, Spain. 2018, http://www.cs.cornell.edu/conferences/alt2018/
Corrupt Bandits for Preserving Local Privacy1708.05033v2 · Pratik Gajane, Tanguy Urvoy, Emilie Kaufmann2017 · 26 citationsarXiv
Monte-Carlo Tree Search by Best Arm Identification1706.02986v2 · Emilie Kaufmann, Wouter Koolen (CWI)2017 · 27 citationsarXiv
Learning the distribution with largest mean: two bandit frameworks1702.00001v3 · Emilie Kaufmann, Aur'elien Garivier (IMT)2017 · 15 citationsESAIM: Proceedings and Surveys, EDP Sciences, A Para{\^i}tre, 2017, pp.1 - 10
Asymptotically Optimal Algorithms for Budgeted Multiple Play Bandits1606.09388v3 · Alexander Luedtke, Emilie Kaufmann (CRIStAL), Antoine Chambaz (MAP5 - UMR 8145)2016 · 3 citationsMachine Learning Journal, Springer, In press
On Explore-Then-Commit Strategies1605.08988v2 · Aur'elien Garivier (IMT), Emilie Kaufmann, Tor Lattimore2016 · 109 citationsarXiv
Career total: 95 works. 58 are in this corpus.Showing the 50 most recent.
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