Shintaro Takenaga

According to our database, Shintaro Takenaga authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Parameter-free dynamic fidelity selection for automated machine learning.

Shintaro Takenaga, Yoshihiko Ozaki, Masaki Onishi

Appl. Soft Comput., 2025

2023

Practical initialization of the Nelder-Mead method for computationally expensive optimization problems.

Shintaro Takenaga, Yoshihiko Ozaki, Masaki Onishi

Optim. Lett., March, 2023

Dynamic Fidelity Selection for Hyperparameter Optimization.

Shintaro Takenaga, Yoshihiko Ozaki, Masaki Onishi

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Modified Nelder-Mead Method for High-Dimensional Low-Budget Optimization.

Shintaro Takenaga, Yoshihiko Ozaki, Masaki Onishi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Global Search versus Local Search in Hyperparameter Optimization.

Yoshihiko Ozaki, Shintaro Takenaga, Masaki Onishi

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2020

Evaluating Initialization of Nelder-Mead Method for Hyperparameter Optimization in Deep Learning.

Shintaro Takenaga, Shuhei Watanabe, Masahiro Nomura, Yoshihiko Ozaki, Masaki Onishi, Hitoshi Habe

Proceedings of the 25th International Conference on Pattern Recognition, 2020