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Home/Authors/Emilie Kaufmann

Emilie Kaufmann

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 16, 2026, 7:08 AM AMS

8

papers

162

total citations

papers (8)

Top Two Algorithms Revisited

NEURIPS 2022arXiv

Planning in Markov Decision Processes with Gap-Dependent Sample Complexity

NEURIPS 2020arXiv

Near-Optimal Collaborative Learning in Bandits

NEURIPS 2022arXiv

Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs

NEURIPS 2022arXiv

Adaptive Algorithms for Relaxed Pareto Set Identification

NEURIPS 2023arXiv

Sub-sampling for Efficient Non-Parametric Bandit Exploration

NEURIPS 2020arXiv

An $\varepsilon$-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond

NEURIPS 2023arXiv

Constrained Pareto Set Identification with Bandit Feedback