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ORCIDKouhei Nishida
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2010 – 2019
- 2019
[c6]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: 171-180- [i2]Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida:
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search. CoRR abs/1905.08537 (2019) - 2018
- [c5]Kouhei Nishida, Youhei Akimoto:
PSA-CMA-ES: CMA-ES with population size adaptation. GECCO 2018: 865-872 - [c4]Kouhei Nishida, Youhei Akimoto:
Benchmarking the PSA-CMA-ES on the BBOB noiseless testbed. GECCO (Companion) 2018: 1529-1536 - [i1]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 abs/1809.06517 (2018) - 2016
- [c3]Kouhei Nishida, Youhei Akimoto:
Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient. GECCO 2016: 237-244 - [c2]Kouhei Nishida, Youhei Akimoto:
Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noiseless Testbed. GECCO (Companion) 2016: 1185-1192 - [c1]Kouhei Nishida, Youhei Akimoto:
Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noisy Testbed. GECCO (Companion) 2016: 1193-1200
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