Information Theory

Publications 4

Instance-Optimal Estimation with Multiple LLM Judges on a Budget New

Equal contribution

Equal contribution

, Yassir Jedra, Alexandre Proutière, Se-Young Yun

NeurIPS 2026

ICML 2026 CTB Workshop · Best Paper Award (Long Paper track)

Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Bandits New

Junghyun Lee, Yujun Kim, Chulhee Yun, Se-Young Yun

NeurIPS 2026

CKAIA 2026 · Distinguished Paper Award

Near-Optimal Clustering in Mixture of Markov Chains

Junghyun Lee, Yassir Jedra, Alexandre Proutière, Se-Young Yun

AISTATS 2026

Nearly Optimal Latent State Decoding in Block MDPs

Equal contribution

Equal contribution

, Alexandre Proutière, Se-Young Yun

PDF Code Poster Slides

AISTATS 2023

CKAIA 2022 · Best Paper Award