Emilie Kaufmann
45 papers · 2012–2025 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 11 separate collaboration groups - the largest holds only 36% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Emilie Kaufmann?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Rémy Degenne, Cyrille KONE, Dorian Baudry
16 papers
· 2018–2025
· NeurIPS, AISTATS, ICML
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Bandit Pareto Set Identification in a Multi-Output Linear Model
AISTATS 2025
Best-Arm Identification in Unimodal Bandits
AISTATS 2025
Constrained Pareto Set Identification with Bandit Feedback
ICML 2025
Pareto Set Identification With Posterior Sampling
AISTATS 2025
Bandit Pareto Set Identification: the Fixed Budget Setting
AISTATS 2024
Finding good policies in average-reward Markov Decision Processes without prior knowledge
NeurIPS 2024
Optimal Multi-Fidelity Best-Arm Identification
NeurIPS 2024
Power Mean Estimation in Stochastic Monte-Carlo Tree Search
UAI 2024
Adaptive Algorithms for Relaxed Pareto Set Identification
NeurIPS 2023
An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond
NeurIPS 2023
Efficient Algorithms for Extreme Bandits
AISTATS 2022
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits
JMLR 2022
Top Two Algorithms Revisited
NeurIPS 2022
Optimal Thompson Sampling strategies for support-aware CVaR bandits
ICML 2021
Sub-sampling for Efficient Non-Parametric Bandit Exploration
NeurIPS 2020
{Multi-Player Bandits Revisited}
ALT 2018
5 papers whose co-authors appear nowhere else under this name
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players
AISTATS 2020
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling
ALT 2020
Corrupt Bandits for Preserving Local Privacy
ALT 2018
Information Complexity in Bandit Subset Selection
COLT 2013
Thompson Sampling for 1-Dimensional Exponential Family Bandits
NeurIPS 2013