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Kwang-Sung Jun

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 15, 2026, 6:23 AM AMS

7

papers

82

total citations

papers (7)

Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs

NEURIPS 2022arXiv

PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits

NEURIPS 2022arXiv

Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality

NEURIPS 2020arXiv

Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits

Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization

Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification

Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded Rewards

NEURIPS 2023arXiv