A Generalized Framework of Multifidelity Max-Value Entropy Search Through Joint Entropy - Shion Takeno; Hitoshi Fukuoka; Yuhki Tsukada; Toshiyuki Koyama; Motoki Shiga; Ichiro Takeuchi; Masayuki Karasuyama (Neural Comput., 2022)

Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization - Shion Takeno; Hitoshi Fukuoka; Yuhki Tsukada; Toshiyuki Koyama; Motoki Shiga; Ichiro Takeuchi; Masayuki Karasuyama (Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event, 2020)

Cost-effective search for lower-error region in material parameter space using multifidelity Gaussian process modeling - Shion Takeno; Yuhki Tsukada; Hitoshi Fukuoka; Toshiyuki Koyama; Motoki Shiga; Masayuki Karasuyama (CoRR, 2020)

Multi-fidelity Bayesian Optimization with Max-value Entropy Search - Shion Takeno; Hitoshi Fukuoka; Yuhki Tsukada; Toshiyuki Koyama; Motoki Shiga; Ichiro Takeuchi; Masayuki Karasuyama (CoRR, 2019)