Kouhei Nishida

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 8

Top Topics

Natural Gradient

Discrete Optimization

Population Size

Neural Architecture

Top Venues

GECCO (Companion)

Publications

Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search. ICML (2019)
Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search. CoRR (2019)
Kouhei Nishida, Hernán E. Aguirre, Shota Saito, Shinichi Shirakawa, Youhei Akimoto
Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to Hyper-Parameter Optimization for Neural Network. CoRR (2018)
Kouhei Nishida, Youhei Akimoto
PSA-CMA-ES: CMA-ES with population size adaptation. GECCO (2018)
Kouhei Nishida, Youhei Akimoto
Benchmarking the PSA-CMA-ES on the BBOB noiseless testbed. GECCO (Companion) (2018)
Kouhei Nishida, Youhei Akimoto
Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient. GECCO (2016)
Kouhei Nishida, Youhei Akimoto
Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noiseless Testbed. GECCO (Companion) (2016)
Kouhei Nishida, Youhei Akimoto
Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noisy Testbed. GECCO (Companion) (2016)