Shirakawa, Shinichi

4 publications

ACML 2021 NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters Yoichi Hirose, Nozomu Yoshinari, Shinichi Shirakawa

ICML 2019 Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida

IJCAI 2018 A Genetic Programming Approach to Designing Convolutional Neural Network Architectures Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao

AAAI 2018 Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto