Emilie Kaufmann
45 papers
· 2012–2025
· 7 conferences
· across top CS/AI conferences
Achievements
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Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(16)
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Renaissance Researcher
(6)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Conference Polyglot
(7)
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Academic Marathon
(13)
π¬
Deep Specialist
(11)
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Keyword Champion
(4)
ποΈ
Keyword Collector
(134)
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Century Club
(45)
π₯
Unstoppable
(10)
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Trend Setter
β‘
Prolific Year
(5)
Conferences
NIPS (13)
AISTATS (10)
ALT (8)
COLT (5)
ICML (4)
JMLR (4)
UAI (1)
Top co-authors
Research topics
Keywords
multi-armed bandit
(22)
sample complexity
(18)
regret bound
(10)
thompson sampling
(7)
markov decision process
(6)
pure exploration
(5)
best arm identification
(4)
reward-free exploration
(3)
regret minimization
(3)
bayesian inference
(3)
asymptotic optimality
(3)
pac reinforcement learning
(3)
reinforcement learning
(3)
best-arm identification
(3)
posterior distribution
(2)
bandit algorithm
(2)
pareto optimal
(2)
pac learning
(2)
sequential testing
(2)
monte-carlo tree search
(2)
Papers
Best-Arm Identification in Unimodal Bandits
AISTATS 2025
Pareto Set Identification With Posterior Sampling
AISTATS 2025
Top Two Algorithms Revisited
NIPS 2022
Efficient Algorithms for Extreme Bandits
AISTATS 2022
Top-m identification for linear bandits
AISTATS 2021
Adaptive Reward-Free Exploration
ALT 2021
{Multi-Player Bandits Revisited}
ALT 2018
On Explore-Then-Commit strategies
NIPS 2016
On the Complexity of A/B Testing
COLT 2014