Kouhei Nishida

According to our database, Kouhei Nishida authored at least 7 papers between 2016 and 2019.

Collaborative distances:

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

2019

Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search.

Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to Hyper-Parameter Optimization for Neural Network.

Kouhei Nishida, Hernán E. Aguirre, Shota Saito, Shinichi Shirakawa, Youhei Akimoto

CoRR, 2018

Benchmarking the PSA-CMA-ES on the BBOB noiseless testbed.

Kouhei Nishida, Youhei Akimoto

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

PSA-CMA-ES: CMA-ES with population size adaptation.

Kouhei Nishida, Youhei Akimoto

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2016

Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noisy Testbed.

Kouhei Nishida, Youhei Akimoto

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noiseless Testbed.

Kouhei Nishida, Youhei Akimoto

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient.

Kouhei Nishida, Youhei Akimoto

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016