머신러닝, 학회
COLT 논문을 낸 국내 연구실
탑티어Conference on Learning Theory. 2023년 이후 논문 8편, 연구실 4곳
이 학회에 논문을 낸 연구실
| 연구실 | 대학 | 탑티어 논문 | 전체 논문 | 구성원 | 비교 |
|---|---|---|---|---|---|
 Interactive Machine Learning Lab전광성 교수 | POSTECH | 12 | 19 | 8 | |
 오민환 연구실오민환 교수 | 서울대 | 41 | 42 | 32 | |
 Algorithmic Foundations of Data Science LabChenglin Fan 교수신생 랩 | 서울대 | 8 | 15 | – | |
 Statistical Decision Making Lab. 통계적 의사결정김지수 교수 | UNIST | 4 | 8 | 2 |
최근 논문
- Second-Order Bounds for [0, 1]-Valued Regression via Betting Loss
2026, Interactive Machine Learning Lab
- Unified Framework of Distributional Regret in Multi-Armed Bandits and Reinforcement Learning
2026, 오민환 연구실
- Experimental Design for Semiparametric Bandits
2025, 오민환 연구실, Statistical Decision Making Lab. 통계적 의사결정
- Improved Offline Contextual Bandits with Second-Order Bounds: Betting and Freezing
2025, Interactive Machine Learning Lab
- Learning Augmented Graph k-Clustering
2025, Algorithmic Foundations of Data Science Lab
- Better-than-KL PAC-Bayes Bounds
2024, Interactive Machine Learning Lab
- Follow-the-Perturbed-Leader with Fréchet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds
2024, 오민환 연구실
- Tighter PAC-Bayes Bounds Through Coin-Betting
2023, Interactive Machine Learning Lab