Tomohiko Tanabe

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (10)

Conferences

AISTATS (2) NIPS (1)

Top co-authors

Shion Takeno (3) Shogo Iwazaki (3) Mitsuru Irie (3) Yu Inatsu (2) Kota Matsui (1)

Keywords

black-box optimization (2) bayesian optimization (2) regret bound (2) upper confidence bound (1) failure-aware optimization (1) risk-seeking optimization (1) kernel explore-then-commit (1) gaussian process (1) heteroscedastic model (1)

Papers

No-Regret Bayesian Optimization with Stochastic Observation Failures AISTATS 2025

Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum AISTATS 2024

Failure-Aware Gaussian Process Optimization with Regret Bounds NIPS 2023