| 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 | 8 | 2021 |
| 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 | 3 | 2021 |
| 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 | 1 | 2022 |
| 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 | 1 | 2021 |
| 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 | 1 | 2020 |
| A simple heuristic for Bayesian optimization with a low budget M Nomura, K Abe arXiv preprint arXiv:1911.07790, 2019 | 1 | 2019 |
| 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 |
Yoshihiko OzakiNational Institute of Advanced Industrial Science and TechnologyVerified email at aist.go.jp
