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Masahiro Nomura
Masahiro Nomura
Verified email at m.titech.ac.jp
Title
Cited by
Cited by
Year
Warm Starting CMA-ES for Hyperparameter Optimization
M Nomura, S Watanabe, Y Akimoto, Y Ozaki, M Onishi
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 9188-9196, 2021
82021
Distance-weighted Exponential Natural Evolution Strategy for Implicitly Constrained Black-Box Function Optimization
M Nomura, N Sakai, N Fukushima, I Ono
2021 IEEE Congress on Evolutionary Computation (CEC), 1099-1106, 2021
32021
Best arm identification with a fixed budget under a small gap
M Kato, K Ariu, M Imaizumi, M Uehara, M Nomura, C Qin
stat 1050, 11, 2022
12022
Natural evolution strategy for unconstrained and implicitly constrained problems with ridge structure
M Nomura, I Ono
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2021
12021
Efficient Hyperparameter Optimization under Multi-Source Covariate Shift
M Nomura, Y Saito
Proceedings of the 30th ACM International Conference on Information …, 2021
1*2021
機械学習におけるハイパパラメータ最適化手法: 概要と特徴
尾崎嘉彦, 野村将寛, 大西正輝
電子情報通信学会論文誌 D 103 (9), 615-631, 2020
12020
A simple heuristic for Bayesian optimization with a low budget
M Nomura, K Abe
arXiv preprint arXiv:1911.07790, 2019
12019
CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization
R Hamano, S Saito, M Nomura, S Shirakawa
arXiv preprint arXiv:2205.13482, 2022
2022
Multiobjective Tree-Structured Parzen Estimator
Y Ozaki, Y Tanigaki, S Watanabe, M Nomura, M Onishi
Journal of Artificial Intelligence Research 73, 1209-1250, 2022
2022
Towards Resolving Propensity Contradiction in Offline Recommender Learning
Y Saito, M Nomura
IJCAI2022, arXiv:1910.07295, 2022
2022
Fast Moving Natural Evolution Strategy for High-Dimensional Problems
M Nomura, I Ono
arXiv preprint arXiv:2201.11422, 2022
2022
Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies
M Nomura, I Ono
International Conference on the Applications of Evolutionary Computation …, 2022
2022
Simple and Scalable Parallelized Bayesian Optimization
M Nomura
arXiv preprint arXiv:2006.13600, 2020
2020
Proposal of Hyperparameter Optimization Framework Using a Non-Stationary Multi-Armed Bandit Algorithm
K Abe, M Nomura
IEICE Technical Report; IEICE Tech. Rep. 118 (284), 135-142, 2018
2018
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Articles 1–14