Papers - SHIRAKAWA Shinichi
about 83-
Surrogate-Assisted CMA-ES for Problems with Low Effective Dimensionality
Yuta Sekino, Yohei Watanabe, Kento Uchida, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2025) 2025.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Search Space Selection Using Constrained Mixed-Integer Optimization Method
Kento Uchida, Yohei Watanabe, Ryoki Hamano, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2025 Poster Paper) 2025.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Learning Rate Adaptation CMA-ES for Multimodal and Noisy Problems with Low Effective Dimensionality
Haruhito Nakagawa, Yutaro Yamada, Kento Uchida, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2025 Poster Paper) 2025.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Elitist Evolutionary Algorithm for Optimization on Sets of Points
Takumi Matsuo, Kento Uchida, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2025) 2025.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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CatCMA with Margin: Stochastic Optimization for Continuous, Integer, and Categorical Variables
Ryoki Hamano, Masahiro Nomura, Shota Saito, Kento Uchida, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2025) 2025.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
Other Link： https://doi.org/10.48550/arXiv.2504.07884
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Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm
Ryoki Hamano, Kento Uchida, Shinichi Shirakawa, Daiki Morinaga, Youhei Akimoto
Evolutionary Computation 2025 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Other Link： https://doi.org/10.48550/arXiv.2407.07388
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Enhancing Latency-Accuracy Tradeoff in Dynamic Split Inference via Vector Quantized Bottleneck
Chen Yen-Hsiu, Yoichi Hirose, Shoma Shimizu, Shota Saito, Kento Uchida, Shinichi Shirakawa, Takayuk … Show more authors
Chen Yen-Hsiu, Yoichi Hirose, Shoma Shimizu, Shota Saito, Kento Uchida, Shinichi Shirakawa, Takayuki Nishio Hide authors
2024 IEEE Globecom Workshops, Ubiquitous Network Intelligence for Next Generation Wireless Networks 2024.12 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Adaptive Trust Region Radius for Robust Policy Optimization
Shoma Shimizu, Kento Uchida, Atsuo Maki, Shinichi Shirakawa
Proceedings of the 31st International Conference on Neural Information Processing (ICONIP 2024) 2024.12 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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BINN-DT: Towards Better Interpretability of Multidimensional Decision Rules via Bivariate Nonlinear Node Decision Trees
Satoshi Arai, Shinichi Shirakawa, Tomoharu Nagao
Proceedings of the 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2024.10 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Warm Starting of CMA-ES for Contextual Optimization Problems
Yuta Sekino, Kento Uchida, Shinichi Shirakawa
Proceedings of the 18th International Conference on Parallel Problem Solving from Nature (PPSN 2024), Part II 2024.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
Other Link： https://doi.org/10.48550/arXiv.2502.12555
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CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points
Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa
Proceedings of the 18th International Conference on Parallel Problem Solving from Nature (PPSN 2024), Part II 2024.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
Other Link： https://doi.org/10.48550/arXiv.2408.13046
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Natural Gradient Interpretation of Rank-One Update in CMA-ES
Ryoki Hamano, Shinichi Shirakawa, Masahiro Nomura
Proceedings of the 18th International Conference on Parallel Problem Solving from Nature (PPSN 2024), Part II 2024.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
Other Link： https://doi.org/10.48550/arXiv.2406.16506
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Fine-Tuning LLMs for Automated Feature Engineering
Yoichi Hirose, Kento Uchida, Shinichi Shirakawa
International Conference on Automated Machine Learning (AutoML Conference) 2024 Workshop Track 2024.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
Other Link： https://openreview.net/forum?id=FqbkgaMf8O
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How to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions
Yutaro Yamada, Kento Uchida, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2024 Poster Paper) 2024.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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CatCMA : Stochastic Optimization for Mixed-Category Problems
Ryoki Hamano, Shota Saito, Masahiro Nomura, Kento Uchida, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2024) 2024.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
Other Link： https://arxiv.org/abs/2405.09962
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CMA-ES with Adaptive Reevaluation for Multiplicative Noise
Kento Uchida, Kenta Nishihara, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2024) 2024.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
Other Link： https://arxiv.org/abs/2405.11471
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Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2024) 2024.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
Other Link： https://arxiv.org/abs/2405.10534
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Ryoki Hamano, Shota Saito, Masahiro Nomura, Shinichi Shirakawa
ACM Transactions on Evolutionary Learning and Optimization 4 ( 2 ) 2024.6 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Other Link： https://arxiv.org/abs/2212.09260
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Analysis of Search Space Design for Neural Architecture Search with Weight Sharing
Youhei Akimoto, Shinichi Shirakawa
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2024) (IEEE World Congress on Computational Intelligence (WCCI 2024)) 2024.6 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE Joint Work
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Simple Domain Generalization Methods are Strong Baselines for Open Domain Generalization
Masashi Noguchi, Shinichi Shirakawa
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2024) (IEEE World Congress on Computational Intelligence (WCCI 2024)) 2024.6 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE Joint Work
Other Link： https://arxiv.org/abs/2303.18031
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Neural Additive and Basis Models with Feature Selection and Interactions
Yasutoshi Kishimoto, Kota Yamanishi, Takuya Matsuda, Shinichi Shirakawa
Proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2024), Part III 14647 3 - 16 2024.5 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer Joint Work
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Takuya Matsuda, Kento Uchida, Shota Saito, Shinichi Shirakawa
Knowledge-Based Systems 284 ( 111293 ) 2024.1 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Other Link： https://doi.org/10.1016/j.knosys.2023.111293
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ATNAS: Automatic Termination for Neural Architecture Search
Kotaro Sakamoto, Hideaki Ishibashi, Rei Sato, Shinichi Shirakawa, Youhei Akimoto, Hideitsu Hino
Neural Networks 166 446 - 458 2023.9 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Other Link： https://doi.org/10.1016/j.neunet.2023.07.011
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(1+1)-CMA-ES with Margin for Discrete and Mixed-Integer Problems
Yohei Watanabe, Kento Uchida, Ryoki Hamano, Shota Saito, Masahiro Nomura, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2023) 882 - 890 2023.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
Other Link： https://arxiv.org/abs/2305.00849
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Surrogate-Assisted (1+1)-CMA-ES with Switching Mechanism of Utility Functions
Yutaro Yamada, Kento Uchida, Shota Saito, Shinichi Shirakawa
Applications of Evolutionary Computation (EvoApplications 2023, Part of EvoStar 2023) 13989 798 - 814 2023.4 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer, Cham Joint Work
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Language Agnostic Gesture Generation Model: A Case Study of Japanese Speakers’ Gesture Generation Using English Text-to-Gesture Model
Genki Sakata, Naoshi Kaneko, Dai Hasegawa, Shinichi Shirakawa
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - HUCAPP 47 - 54 2023.2 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：SciTePress Joint Work
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Kento Uchida, Genki Sakata, Tetsushi Watari, Yuta Yamakita, Shinichi Shirakawa
Knowledge-Based Systems 258 ( 110017 ) 2022.12 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Other Link： https://doi.org/10.1016/j.knosys.2022.110017
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Automatic berthing using supervised learning and reinforcement learning
Shoma Shimizu, Kenta Nishihara, Yoshiki Miyauchi, Kouki Wakita, Rin Suyama, Atsuo Maki, Shinichi Sh … Show more authors
Shoma Shimizu, Kenta Nishihara, Yoshiki Miyauchi, Kouki Wakita, Rin Suyama, Atsuo Maki, Shinichi Shirakawa Hide authors
Ocean Engineering 265 ( 112553 ) 2022.12 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Other Link： https://doi.org/10.1016/j.oceaneng.2022.112553
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Improvement of sep-CMA-ES for Optimization of High-Dimensional Functions with Low Effective Dimensionality
Teppei Yamaguchi, Kento Uchida, Shinichi Shirakawa
2022 IEEE Symposium Series On Computational Intelligence (SSCI) 1659 - 1668 2022.12 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE Joint Work
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Neural Architecture Search for Improving Latency-Accuracy Trade-off in Split Computing
Shoma Shimizu, Takayuki Nishio, Shota Saito, Yoichi Hirose, Chen Yen-Hsiu, Shinichi Shirakawa
2022 IEEE Globecom Workshops, Edge Learning over 5G Mobile Networks and Beyond 1864 - 1870 2022.12 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE Joint Work
Other Link： https://arxiv.org/abs/2208.13968
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Yuhei Noda, Shota Saito, Shinichi Shirakawa
Proceedings of the 31st International Conference on Artificial Neural Networks (ICANN 2022), Part IV 13532 607 - 619 2022.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer, Cham Joint Work
Other Link： https://arxiv.org/abs/2207.10334
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Evaluation of text-to-gesture generation model using convolutional neural network
Eiichi Asakawa, Naoshi Kaneko, Dai Hasegawa, Shinichi Shirakawa
Neural Networks 151 365 - 375 2022.7 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Publisher：Elsevier Joint Work
Other Link： https://doi.org/10.1016/j.neunet.2022.03.041
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Ryoji Tanabe, Youhei Akimoto, Ken Kobayashi, Hiroshi Umeki, Shinichi Shirakawa, Naoki Hamada
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2022) 601 - 610 2022.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
Other Link： https://arxiv.org/abs/2203.15292
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CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization
Ryoki Hamano, Shota Saito, Masahiro Nomura, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2022) 639 - 647 2022.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
Other Link： https://arxiv.org/abs/2205.13482
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Reduction of Genetic Drift in Population-Based Incremental Learning via Entropy Regularization
Ryoki Hamano, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2022 Poster Paper) 491 - 494 2022.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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Benchmarking CMA-ES with Margin on the bbob-mixint Testbed
Ryoki Hamano, Shota Saito, Masahiro Nomura, Shinichi Shirakawa
Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO Workshop on Black-Box Optimization Benchmarking (BBOB 2022)) 1708 - 1716 2022.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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Auxiliary Data Selection in Percolative Learning Method for Improving Neural Network Performance
Masayuki Kobayashi, Shinichi Shirakawa, Tomoharu Nagao
Proceedings of the 14th International Conference on Agents and Artificial Intelligence (ICAART) 3 381 - 387 2022.2 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Deep neural network for the determination of transformed foci in Bhas 42 cell transformation assay
Minami Masumoto, Ittetsu Fukuda, Suguru Furihata, Takahiro Arai, Tatsuto Kageyama, Kiyomi Ohmori, S … Show more authors
Minami Masumoto, Ittetsu Fukuda, Suguru Furihata, Takahiro Arai, Tatsuto Kageyama, Kiyomi Ohmori, Shinichi Shirakawa, Junji Fukuda Hide authors
Scientific Reports 11 ( 23344 ) 2021.12 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
Other Link： https://doi.org/10.1038/s41598-021-02774-2
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Yoichi Hirose, Nozomu Yoshinari, Shinichi Shirakawa
Proceedings of the 13th Asian Conference on Machine Learning (ACML 2021) 157 1349 - 1364 2021.11 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
Other Link： https://proceedings.mlr.press/v157/hirose21a.html
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Non-strict Attentional Region Annotation to Improve Image Classification Accuracy
Satoshi Arai, Shinichi Shirakawa, Tomoharu Nagao
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2021) 2375 - 2380 2021.10 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE Joint Work
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Kento Uchida, Shinichi Shirakawa, Youhei Akimoto
IEEE Transactions on Evolutionary Computation 24 ( 6 ) 1035 - 1049 2020.12 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Publisher：IEEE Joint Work
Other Link： https://doi.org/10.1109/TEVC.2019.2917709
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Reinforcement Learning-Based Redirection Controller for Efficient Redirected Walking in Virtual Maze Environment
Wataru Shibayama, Shinichi Shirakawa
Proceedings of the 37th Computer Graphics International Conference (CGI) 2020 12221 33 - 45 2020.10 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer, Cham Joint Work
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Adaptive Stochastic Natural Gradient Method for Optimizing Functions with Low Effective Dimensionality
Teppei Yamaguchi, Kento Uchida, Shinichi Shirakawa
Proceedings of the 16th International Conference on Parallel Problem Solving from Nature (PPSN XVI), Part I 12269 719 - 731 2020.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer, Cham Joint Work
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Evolution of Deep Convolutional Neural Networks Using Cartesian Genetic Programming
Masanori Suganuma, Masayuki Kobayashi, Shinichi Shirakawa, Tomoharu Nagao
Evolutionary Computation 28 ( 1 ) 141 - 163 2020.3 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Publisher：MIT Press Joint Work
Other Link： https://doi.org/10.1162/evco_a_00253
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Pattern Image Synthesis Using Kosode Byobu Images
Shinichi Shirakawa, Yuuka Ida, Kouzou Ohara, Tetsuya Toyota
220 169 - 185 2020.3 [Reviewed]
Language：Japanese Publishing type：Research paper (bulletin of university, research institution) Publisher：National Museum of Japanese History Joint Work
Other Link： http://id.nii.ac.jp/1350/00002543/
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Optimization of an H0 photonic crystal nanocavity using machine learning
Ryotaro Abe, Taichi Takeda, Ryo Shiratori, Shinichi Shirakawa, Shota Saito, Toshihiko Baba
Optics Letters 45 ( 2 ) 319 - 322 2020.1 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Joint Work
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Speech-to-Gesture Generation Using Bi-Directional LSTM Network
Naoshi Kaneko, Kenta Takeuchi, Dai Hasegawa, Shinichi Shirakawa, Hiroshi Sakuta, Kazuhiko Sumi
Transactions of the Japanese Society for Artificial Intelligence 34 ( 6 ) 2019.11 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Joint Work
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Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization
Kento Uchida, Shota Saito, Panca Dewi Pamungkasari, Yusei Kawai, Ita Fauzia Hanoum, Filbert Hilman … Show more authors
Kento Uchida, Shota Saito, Panca Dewi Pamungkasari, Yusei Kawai, Ita Fauzia Hanoum, Filbert Hilman Juwono, Shinichi Shirakawa Hide authors
Proceedings of the 14th International Symposium on Visual Computing (ISVC 2019), Part II 11845 14 - 24 2019.10 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer, Cham Joint Work
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Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures
Shota Saito, Shinichi Shirakawa
Proceedings of the 28th International Conference on Artificial Neural Networks (ICANN 2019), Part II 11728 393 - 405 2019.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer, Cham Joint Work
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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 (ICML 2019) 171 - 180 2019.6 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
Other Link： http://proceedings.mlr.press/v97/akimoto19a.html
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Evaluation of Speech-to-Gesture Generation Using Bi-Directional LSTM Network
Dai Hasegawa, Naoshi Kaneko, Shinichi Shirakawa, Hiroshi Sakuta, Kazuhiko Sumi
Proceedings of the 18th International Conference on Intelligent Virtual Agents (IVA '18) 79 - 86 2018.11 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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A Genetic Programming Approach to Designing Convolutional Neural Network Architectures
Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), Sister Conferences Best Papers Track 5369 - 5373 2018.7 [Reviewed] [Invited]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution Under Finite Samples
Kento Uchida, Shinichi Shirakawa, Youhei Akimoto
Proceedings of the Genetic and Evolutionary Computation Conference 2018 (GECCO 2018) 897 - 904 2018.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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Embedded Feature Selection Using Probabilistic Model-Based Optimization
Shota Saito, Shinichi Shirakawa, Youhei Akimoto
Proceedings of the Genetic and Evolutionary Computation Conference Companion (Student workshop at GECCO 2018) 1922 - 1925 2018.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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Dai Hasegawa, Shinichi Shirakawa, Hiroshi Sakuta
IPSJ Transactions on Computers and Education 4 ( 1 ) 83 - 92 2018.2 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：Information Processing Society of Japan Joint Work
Other Link： http://id.nii.ac.jp/1001/00185820/
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Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling
Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18) 4074 - 4082 2018.2 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：AAAI Joint Work
Other Link： https://doi.org/10.1609/aaai.v32i1.11683
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Speech-to-Gesture Generation: A Challenge in Deep Learning Approach with Bi-Directional LSTM
Kenta Takeuchi, Dai Hasegawa, Shinichi Shirakawa, Naoshi Kaneko, Hiroshi Sakuta, Kazuhiko Sumi
Proceedings of the 5th International Conference on Human-Agent Interaction (HAI 2017), Poster and Late-breaking 365 - 369 2017.10 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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A Genetic Programming Approach to Designing Convolutional Neural Network Architectures
Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
Proceedings of the Genetic and Evolutionary Computation Conference 2017 (GECCO 2017) 497 - 504 2017.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
Other Link： https://arxiv.org/abs/1704.00764
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Image Classification Based on Hierarchical Feature Construction Using Genetic Programming
Masanori Suganuma, Daiki Tsuchiya, Shinichi Shirakawa, Tomoharu Nagao
IPSJ Transactions on Mathematical Modeling and Its Applications 9 ( 3 ) 44 - 53 2016.12 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：Information Processing Society of Japan Joint Work
Other Link： http://id.nii.ac.jp/1001/00176305/
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Development of Avatar Mediated Distant-Care System
Dai Hasegawa, Yu Kobayashi, Shinichi Shirakawa, Hiroshi Sakuta, Satoshi Abiko, Eijiro Adachi, Eijun … Show more authors
Dai Hasegawa, Yu Kobayashi, Shinichi Shirakawa, Hiroshi Sakuta, Satoshi Abiko, Eijiro Adachi, Eijun Nakayama Hide authors
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 28 ( 6 ) 974 - 985 2016.11 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：Japan Society for Fuzzy Theory and Intelligent Informatics Joint Work
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Bag of local landscape features for fitness landscape analysis
Shinichi Shirakawa, Tomoharu Nagao
Soft Computing 20 ( 10 ) 3787 - 3802 2016.10 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Publisher：Springer Joint Work
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Hierarchical Feature Construction for Image Classification Using Genetic Programming
Masanori Suganuma, Daiki Tsuchiya, Shinichi Shirakawa, Tomoharu Nagao
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016) 1423 - 1428 2016.10 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE Joint Work
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Impact of Invariant Objective for Order Preserving Transformation in Bayesian Optimization
Shinichi Shirakawa
Proceedings of the 2016 IEEE Congress on Evolutionary Computation (CEC 2016) (2016 IEEE World Congress on Computational Intelligence (WCCI 2016)) 1432 - 1437 2016.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE Single Work
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Estimation of Gestures for Utterance Text Using Conditional Random Fields
Toshiki Hanawa, Shinichi Shirakawa, Dai Hasegawa, Naoya Shioiri, Kouzou Ohara, Hiroshi Sakuta
IEEJ Transactions on Electronics, Information and Systems 136 ( 3 ) 308 - 317 2016.3 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Institute of Electrical Engineers of Japan Joint Work
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The Effect of Metaphoric Gestures on Schematic Understanding of Instruction Performed by a Pedagogical Conversational Agent
Dai Hasegawa, Shinichi Shirakawa, Naoya Shioiri, Toshiki Hanawa, Hiroshi Sakuta, Kouzou Ohara
Proceedings of the 2nd International Conference on Learning and Collaboration Technologies (LCT 2015), Held as Part of HCI International 2015 9192 of LNCS 361 - 371 2015.8
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer Joint Work
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Development of Web-based Platform for Privacy Protective Avatar Mediated Distance-Care
Yu Kobayashi, Dai Hasegawa, Shinichi Shirakawa, Hiroshi Sakuta, Eijun Nakayama
Proceedings of the 5th EAI International Symposium on Pervasive Computing Paradigms for Mental Health (MindCare 2015) 604 131 - 139 2015.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer Joint Work
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Sample Reuse in the Covariance Matrix Adaptation Evolution Strategy Based on Importance Sampling
Shinichi Shirakawa, Youhei Akimoto, Kazuki Ouchi, Kouzou Ohara
Proceedings of the Genetic and Evolutionary Computation Conference 2015 (GECCO 2015) 305 - 312 2015.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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Multiple Binary Codes for Fast Approximate Similarity Search
Shinichi Shirakawa
IEICE Transactions on Information and Systems E98-D ( 3 ) 671 - 680 2015.3 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Publisher：The Institute of Electronics, Information and Communication Engineers Single Work
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Local Landscape Patterns for Fitness Landscape Analysis
Shinichi Shirakawa, Tomoharu Nagao
Proceedings of the 10th International Conference on Simulated Evolution and Learning (SEAL 2014) 8886 of LNCS 467 - 478 2014.12 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer Joint Work
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Natural Gradient Approach for Linearly Constrained Continuous Optimization
Youhei Akimoto, Shinichi Shirakawa
Proceedings of the 13th International Conference on Parallel Problem Solving from Nature (PPSN XIII) 8672 of LNCS 252 - 261 2014.9 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer Joint Work
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Fast Similarity Search Using Multiple Binary Codes
Shinichi Shirakawa
Proceedings of the 22nd International Conference on Pattern Recognition (ICPR) 3714 - 3719 2014.8 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Single Work
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Evolutionary Creation of Painting Images using Existing Art Image
Keita Nakayama, Shinichi Shirakawa, Noriko Yata, Tomoharu Nagao
Transaction of the Japanese Society for Evolutionary Computation 3 ( 2 ) 12 - 21 2012.6 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Japanese Society for Evolutionary Computation Joint Work
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Ensemble Image Classification Using Genetic Image Network as Weak Classifiers
Shiro Nakayama, Shinichi Shirakawa, Noriko Yata, Tomoharu Nagao
IEEJ Transactions on Electronics, Information and Systems 131 ( 5 ) 958 - 965 2011.5 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Institute of Electrical Engineers of Japan Joint Work
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Automatic Construction of Image Classification Algorithms Based on Genetic Image Network
Shinichi Shirakawa, Shiro Nakayama, Noriko Yata, Tomoharu Nagao
Transactions of the Japanese Society for Artificial Intelligence 25 ( 2 ) 262 - 271 2010.1 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Japanese Society for Artificial Intelligence Joint Work
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Graph Structured Program Generation Using Evolutionary Algorithm Considering Program Size
Shinichi Shirakawa, Tomoharu Nagao
IEEJ Transactions on Electronics, Information and Systems 130 ( 1 ) 57 - 65 2010.1 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Institute of Electrical Engineers of Japan Joint Work
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Evolving Search Spaces to Emphasize the Performance Difference of Real-Coded Genetic Algorithms Using Genetic Programming
Shinichi Shirakawa, Noriko Yata, Tomoharu Nagao
Transaction of the Japanese Society for Evolutionary Computation 1 ( 1 ) 54 - 64 2010 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Japanese Society for Evolutionary Computation Joint Work
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Evolutionary Image Segmentation Based on Multiobjective Clustering
Shinichi Shirakawa, Tomoharu Nagao
Proceedings of the 2009 IEEE Congress on Evolutionary Computation (CEC 2009) 2466 - 2473 2009.5 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE Joint Work
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Dynamic Ant Programming for Automatic Construction of Programs
Shinichi Shirakawa, Shintaro Ogino, Tomoharu Nagao
IEEJ Transactions on Electrical and Electronic Engineering 3 ( 5 ) 540 - 548 2008.9 [Reviewed]
Language：English Publishing type：Research paper (scientific journal) Publisher：John Wiley & Sons, Inc. Joint Work
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Automatic Generation of Programs using Graph Structured Program Evolution
Shinichi Shirakawa, Tomoharu Nagao
IEEJ Transactions on Electronics, Information and Systems 128 ( 3 ) 370 - 380 2008.3 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Institute of Electrical Engineers of Japan Joint Work
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Action Control of Autonomous Agents and Action Analysis using Flexibly Connected Neural Network - Application to Tartarus Problem -
Kazuko Tazawa, Shinichi Shirakawa, Tomoharu Nagao
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 20 ( 5 ) 800 - 809 2008 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：Japan Society for Fuzzy Theory and Intelligent Informatics Joint Work
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Automatic Construction of Image Transformation Using Genetic Image Network
Shinichi Shirakawa, Shintaro Ogino, Tomoharu Nagao
IPSJ Transactions on Mathematical Modeling and Its Applications 48 ( SIG19 ) 117 - 126 2007.12 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：Information Processing Society of Japan Joint Work
Other Link： http://id.nii.ac.jp/1001/00017091/
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Graph Structured Program Evolution
Shinichi Shirakawa, Shintaro Ogino, Tomoharu Nagao
Proceedings of the Genetic and Evolutionary Computation Conference 2007 (GECCO 2007) 2 1686 - 1693 2007.7 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Publisher：ACM Joint Work
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Action Control of Autonomous Agents in Continuous Valued Space Using RFCN
Shinichi Shirakawa, Tomoharu Nagao
IEEJ Transactions on Electronics, Information and Systems 127 ( 5 ) 762 - 769 2007.5 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Institute of Electrical Engineers of Japan Joint Work