秋本 洋平(アキモト ヨウヘイ)
- 査読付き学術雑誌・国際会議論文
- Statistically Significant Pattern Mining with Ordinal Utility
Tran Thien Q.; Fukuchi Kazuto; Akimoto Yohei; Sakuma Jun
KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining/pp.1645-1655, 2020-08 - Deep Generative Model for Non-convex Constraint Handling
Sakamoto Naoki; Semmatsu Eiji; Fukuchi Kazuto; Sakuma Ju...
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference/pp.636-644, 2020-07 - Effectiveness and mechanism of broaching-to prevention using global optimal control with evolution strategy (CMA-ES)
Maniyappan Sreenath; Umeda Naoya; Maki Atsuo; Akimoto ...
JOURNAL OF MARINE SCIENCE AND TECHNOLOGY/Epub, 2020-06 - On broaching-to prevention using optimal control theory with evolution strategy (CMA-ES)
Maki Atsuo; Sakamoto Naoki; Akimoto Youhei; Banno Yuk...
JOURNAL OF MARINE SCIENCE AND TECHNOLOGY/Epub, 2020-04 - Generate (non-software) Bugs to Fool Classifiers
Yakura Hiromu; Akimoto Yohei; Sakuma Jun
Thirty-Fourth AAAI Conference on Artificial Intelligence, New York, New York, USA, February 7-12, 2020, 2020-02 - Optimizing the structural topology of bifunctional invisible cloak manipulating heat flux and direct current
Gujii Garuda; Akimoto Yohei
Applied Physics Letters/115(17), 2019-10 - Generalized drift analysis in continuous domain: linear convergence of (1 + 1)-ES on strongly convex functions with Lipschitz continuous gradients
Daiki Morinaga; 秋本 洋平
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms/pp.13-24, 2019-08 - Well Placement Optimization under Geological Statistical Uncertainty
Miyagi Atsuhiro; Akimoto Yohei; Yamamoto Hajime
Genetic and Evolutionary Computation Conference (GECCO ’19), July 13–17, 2019, Prague, Czech Republic/pp.1284-1292, 2019-07 - Adaptive Ranking Based Constraint Handling for Explicitly Constrained Black-Box Optimization
Sakamoto Naoki; Akimoto Yohei
Genetic and Evolutionary Computation Conference (GECCO ’19), July 13–17, 2019, Prague, Czech Republic/pp.880-888, 2019-07 - Adaptive Objective Selection for Multi-Fidelity Optimization
Akimoto Yohei; Shimizu Takuma; Yamaguchi Takahiro
Genetic and Evolutionary Computation Conference (GECCO ’19), July 13–17, 2019, Prague, Czech Republic/pp.700-708, 2019-07 - Topology-optimized thermal carpet cloak expressed by an immersed-boundary level-set method via a covariance matrix adaption evolution strategy
Garuda Fujii; Akimoto Yohei
International Journal of Heat and Mass Transfer/137/pp.1312-1322, 2019-07 - Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
Akimoto Yohei; Shirakawa Shinichi; Yoshinari Nozomu; Uchi...
Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA/pp.171-180, 2019-06 - Application of optimal control theory based on the evolution strategy (CMA-ES) to automatic berthing
Maki Atsuo; Sakamoto Naoki; Akimoto Yohei; Nishikawa Hir...
Journal of Marine Science and Technology/25(1)/pp.221-233, 2019-05 - Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
Akimoto Yohei; Hansen Nikolaus
Evolutionary Computation/28(3)/pp.405-435, 2019-05 - Finite-Sample Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution on Convex Quadratic Functions
Uchida Kento; Shirakawa Shinichi; Akimoto Yohei
IEEE Transactions on Evolutionary Computation/24(6)/pp.1035-1049, 2019-05 - DC carpet cloak designed by topology optimization based on covariance matrix adaptation evolution strategy
Fujii Garuda; Akimoto Youhei
OPTICS LETTERS/44(8)/pp.2057-2060, 2019-04 - Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution Under Finite Samples
Uchida Kento; Shirakawa Shinichi; Akimoto Yohei
Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.897-904, 2018-07 - PSA-CMA-ES: CMA-ES with Population Size Adaptation
Nishida Kouhei; Akimoto Yohei
Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.865-873, 2018-07 - Drift Theory in Continuous Search Spaces: Expected Hitting Time of the (1+1)-ES with 1/5 Success Rule
Akimoto Yohei; Auger Anne; Glasmachers Tobias
Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.801-808, 2018-07 - Embedded Feature Selection Using Probabilistic Model-Based Optimization
Saito Shota; Shirakawa Shinichi; Akimoto Yohei
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1922-1925, 2018-07 - Well Placement Optimization for Carbon dioxide Capture and Storage via CMA-ES with Mixed Integer Support
Miyagi Atsuhiro; Akimoto Yohei; Yamamoto Hajime
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1696-1703, 2018-07 - Benchmarking the PSA-CMA-ES on the BBOB Noiseless Testbed
Nishida Kouhei; Akimoto Yohei
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1529-1537, 2018-07 - Model Parameter Adaptive Instance-Based Policy Optimization for Episodic Control Tasks of Nonholonomic Systems
Ohashi Kyotaro; Fujiyoshi Natsuki; Sakamoto Naoki; Akimot...
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1426-1433, 2018-07 - A Note on the CMA-ES for Functions with Periodic Variables
Yamaguchi Takahiro; Akimoto Yohei
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.227-228, 2018-07 - Quality Gain Analysis of the Weighted Recombination Evolution Strategy on General Convex Quadratic Functions
Akimoto Yohei; Auger Anne; Hansen Nikolaus
Theoretical Computer Science/832/pp.42-67, 2018-06 - さらに表示...
- Statistically Significant Pattern Mining with Ordinal Utility