Shintaro Takenaga

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Top Venues

GECCO Companion

Publications

Shintaro Takenaga, Yoshihiko Ozaki, Masaki Onishi
Dynamic Fidelity Selection for Hyperparameter Optimization. GECCO Companion (2023)
Shintaro Takenaga, Yoshihiko Ozaki, Masaki Onishi
Practical initialization of the Nelder-Mead method for computationally expensive optimization problems. Optim. Lett. 17 (2) (2023)
Shintaro Takenaga, Yoshihiko Ozaki, Masaki Onishi
Modified Nelder-Mead Method for High-Dimensional Low-Budget Optimization. SSCI (2022)
Yoshihiko Ozaki, Shintaro Takenaga, Masaki Onishi
Global Search versus Local Search in Hyperparameter Optimization. CEC (2022)
Shintaro Takenaga, Shuhei Watanabe, Masahiro Nomura, Yoshihiko Ozaki, Masaki Onishi, Hitoshi Habe
Evaluating Initialization of Nelder-Mead Method for Hyperparameter Optimization in Deep Learning. ICPR (2020)