TMLR

Regret Analysis of Posterior Sampling-Based Expected Improvement for Bayesian Optimization

Shion Takeno, Yu Inatsu, Masayuki Karasuyama, Ichiro Takeuchi

机构 * Nagoya University（名古屋大学） ； RIKEN（理化学研究所） ； AIP（Advanced Institute for Particle Physics） ； Nagoya Institute of Technology（名古屋工业大学） 纠错

Comments 38pages, 5 figures, accepted to TMLR (https://openreview.net/forum?id=v0s9knY99c)

Solving the Cold Start Problem on One's Own as an End User via Preference Transfer

Ryoma Sato

机构 * National Institute of Informatics（日本信息处理学会） 纠错

Comments TMLR 2025

Large-Scale Targeted Cause Discovery via Learning from Simulated Data

Jang-Hyun Kim, Claudia Skok Gibbs, Sangdoo Yun, Hyun Oh Song, Kyunghyun Cho

Comments TMLR 2025