Shion Takeno

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Gaussian Process

Top Venues

Publications

Yu Inatsu, Shion Takeno, Hiroyuki Hanada, Kazuki Iwata, Ichiro Takeuchi
Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty. AISTATS (2024)
Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki, Shion Takeno, Ichiro Takeuchi, Masayuki Karasuyama
Multi-Objective Bayesian Optimization with Active Preference Learning. AAAI (2024)
Shogo Iwazaki, Tomohiko Tanabe, Mitsuru Irie, Shion Takeno, Yu Inatsu
Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum. AISTATS (2024)
Hiroyuki Hanada, Tatsuya Aoyama, Satoshi Akahane, Tomonari Tanaka, Yoshito Okura, Yu Inatsu, Noriaki Hashimoto, Shion Takeno, Taro Murayama, Lee Hanju, Shinya Kojima, Ichiro Takeuchi
Distributionally Robust Safe Sample Screening. CoRR (2024)
Shion Takeno, Masahiro Nomura, Masayuki Karasuyama
Hot off the Press: Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes. GECCO Companion (2024)
Shion Takeno, Masahiro Nomura, Masayuki Karasuyama
Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes. CoRR (2023)
Shion Takeno, Yu Inatsu, Masayuki Karasuyama
Randomized Gaussian Process Upper Confidence Bound with Tighter Bayesian Regret Bounds. ICML (2023)
Shogo Iwazaki, Shion Takeno, Tomohiko Tanabe, Mitsuru Irie
Failure-Aware Gaussian Process Optimization with Regret Bounds. NeurIPS (2023)
Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki, Shinya Suzuki, Shion Takeno, Ichiro Takeuchi, Masayuki Karasuyama
Multi-Objective Bayesian Optimization with Active Preference Learning. CoRR (2023)
Shion Takeno, Yu Inatsu, Masayuki Karasuyama, Ichiro Takeuchi
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds. CoRR (2023)
Shion Takeno, Yu Inatsu, Masayuki Karasuyama
Randomized Gaussian Process Upper Confidence Bound with Tight Bayesian Regret Bounds. CoRR (2023)
Shion Takeno, Masahiro Nomura, Masayuki Karasuyama
Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes. ICML (2023)
Yu Inatsu, Shion Takeno, Masayuki Karasuyama, Ichiro Takeuchi
Bayesian Optimization for Distributionally Robust Chance-constrained Problem. CoRR (2022)
Yu Inatsu, Shion Takeno, Masayuki Karasuyama, Ichiro Takeuchi
Bayesian Optimization for Distributionally Robust Chance-constrained Problem. ICML (2022)
Shion Takeno, Hitoshi Fukuoka, Yuhki Tsukada, Toshiyuki Koyama, Motoki Shiga, Ichiro Takeuchi, Masayuki Karasuyama
A Generalized Framework of Multifidelity Max-Value Entropy Search Through Joint Entropy. Neural Comput. 34 (10) (2022)
Shion Takeno, Tomoyuki Tamura, Kazuki Shitara, Masayuki Karasuyama
Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound. ICML (2022)
Shunya Kusakawa, Shion Takeno, Yu Inatsu, Kentaro Kutsukake, Shogo Iwazaki, Takashi Nakano, Toru Ujihara, Masayuki Karasuyama, Ichiro Takeuchi
Bayesian Optimization for Cascade-Type Multistage Processes. Neural Comput. 34 (12) (2022)
Shunya Kusakawa, Shion Takeno, Yu Inatsu, Kentaro Kutsukake, Shogo Iwazaki, Takashi Nakano, Toru Ujihara, Masayuki Karasuyama, Ichiro Takeuchi
Bayesian Optimization for Cascade-type Multi-stage Processes. CoRR (2021)
Shion Takeno, Tomoyuki Tamura, Kazuki Shitara, Masayuki Karasuyama
Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound. CoRR (2021)
Shion Takeno, Hitoshi Fukuoka, Yuhki Tsukada, Toshiyuki Koyama, Motoki Shiga, Ichiro Takeuchi, Masayuki Karasuyama
Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization. ICML (2020)
Shion Takeno, Yuhki Tsukada, Hitoshi Fukuoka, Toshiyuki Koyama, Motoki Shiga, Masayuki Karasuyama
Cost-effective search for lower-error region in material parameter space using multifidelity Gaussian process modeling. CoRR (2020)
Shinya Suzuki, Shion Takeno, Tomoyuki Tamura, Kazuki Shitara, Masayuki Karasuyama
Multi-objective Bayesian Optimization using Pareto-frontier Entropy. ICML (2020)
Shion Takeno, Hitoshi Fukuoka, Yuhki Tsukada, Toshiyuki Koyama, Motoki Shiga, Ichiro Takeuchi, Masayuki Karasuyama
Multi-fidelity Bayesian Optimization with Max-value Entropy Search. CoRR (2019)
Shinya Suzuki, Shion Takeno, Tomoyuki Tamura, Kazuki Shitara, Masayuki Karasuyama
Multi-objective Bayesian Optimization using Pareto-frontier Entropy. CoRR (2019)