Toru Kitagawa

Full Professor, Brown University

Joined

May 2023

Names

Toru Kitagawa (Preferred)

Emails

****@brown.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Brown University (brown.edu)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Causal Inference

Present

Policy learning

Present

Publications

Adaptive Experimental Design for Policy Learning: Contextual Best Arm Identification
Masahiro Kato, Kyohei Okumura, Takuya Ishihara, Toru Kitagawa
- FoRLaC Poster
- Readers: Everyone
Fixed-Budget Best Arm Identification with Variance-Dependent Regret Bounds
Masahiro Kato, Masaaki Imaizumi, Takuya Ishihara, Toru Kitagawa
- Submitted to ICLR 2024
- Readers: Everyone
Asymptotically Optimal Fixed-Budget Best Arm Identification with Variance-Dependent Bounds
Masahiro Kato, Masaaki Imaizumi, Takuya Ishihara, Toru Kitagawa
- ILHF Workshop ICML 2023
- Readers: Everyone
Fixed-Budget Hypothesis Best Arm Identification: On the Information Loss in Experimental Design
Masahiro Kato, Masaaki Imaizumi, Takuya Ishihara, Toru Kitagawa
- Frontiers4LCD
- Readers: Everyone

Co-Authors