Woosung Kim

3 papers · 2003–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (21) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) EMNLP (1) NIPS (1)

Top co-authors

Byung-Jun Lee (2) Jongmin Lee (1) Hayeong Lee (1) Sanjeev Khudanpur (1) Donghyeon Ki (1)

Keywords

offline reinforcement learning (2) policy optimization (2) markov decision process (1) distribution shift (1) stationary distribution (1) cost-sensitive learning (1) conjugate function (1) return on investment (1)

Papers

ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making NIPS 2024

Relaxed Stationary Distribution Correction Estimation for Improved Offline Policy Optimization AAAI 2024

Cross-Lingual Lexical Triggers in Statistical Language Modeling EMNLP 2003