花田博幸 (Hiroyuki Hanada) - マイポータル

基本情報

所属: 名古屋大学大学院工学研究科特任准教授

研究者番号: 00793035
ORCID iD: https://orcid.org/0000-0002-2139-3857
J-GLOBAL ID: 202101014930163478
researchmap会員ID: R000027286

研究分野

論文

Distributionally Robust Active Learning for Gaussian Process Regression.

Shion Takeno, Yoshito Okura, Yu Inatsu, Tatsuya Aoyama, Tomonari Tanaka, Satoshi Akahane, Hiroyuki Hanada, Noriaki Hashimoto, Taro Murayama, Hanju Lee …

ICML 2025年
Distributionally Robust Coreset Selection under Covariate Shift.

Tomonari Tanaka, Hiroyuki Hanada, Hanting Yang, Tatsuya Aoyama, Yu Inatsu, Satoshi Akahane, Yoshito Okura, Noriaki Hashimoto, Taro Murayama, Hanju Lee …

Transactions on Machine Learning Research 2025 2025年
Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design.

Onur Boyar, Hiroyuki Hanada, Ichiro Takeuchi

Transactions on Machine Learning Research 2025 2025年
Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty.

Yu Inatsu, Shion Takeno, Hiroyuki Hanada, Kazuki Iwata, Ichiro Takeuchi

International Conference on Artificial Intelligence and Statistics(AISTATS) 4564-4572 2024年
Efficient model selection for predictive pattern mining model by safe pattern pruning

Takumi Yoshida, Hiroyuki Hanada, Kazuya Nakagawa, Kouichi Taji, Koji Tsuda, Ichiro Takeuchi

Patterns 2023年12月
Novel Machine Learning Method AllerStat Identifies Statistically Significant Allergen-Specific Patterns in Protein Sequences

Kento Goto, Norimasa Tamehiro, Takumi Yoshida, Hiroyuki Hanada, Takuto Sakuma, Reiko Adachi, Kazunari Kondo, Ichiro Takeuchi

Journal of Biological Chemistry 104733-104733 2023年4月
Safe RuleFit: Learning Optimal Sparse Rule Model by Meta Safe Screening

Hiroki Kato, Hiroyuki Hanada, Ichiro Takeuchi

IEEE Transactions on Pattern Analysis and Machine Intelligence 2023年2月1日
Short chain fatty acids-producing and mucin-degrading intestinal bacteria predict the progression of early Parkinson's disease.

Hiroshi Nishiwaki, Mikako Ito, Tomonari Hamaguchi, Tetsuya Maeda, Kenichi Kashihara, Yoshio Tsuboi, Jun Ueyama, Takumi Yoshida, Hiroyuki Hanada, Ichiro Takeuchi …

NPJ Parkinson's disease 8(1) 65-65 2022年6月1日
Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction

Vo Nguyen Le Duy, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Hiroyuki Hanada, Yasuo Tabei …

IEEE Transactions on Knowledge and Data Engineering 2022年3月1日
Efficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment.

Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18)(AAAI) 1314-1321 2018年
Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization.

Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi

Proceedings of The 8th Asian Conference on Machine Learning(ACML) 126-141 2016年
Enumerating Eulerian Trails via Hamiltonian Path Enumeration.

Hiroyuki Hanada, Shuhei Denzumi, Yuma Inoue, Hiroshi Aoki, Norihito Yasuda, Shogo Takeuchi, Shin-ichi Minato

WALCOM: Algorithms and Computation - 9th International Workshop(WALCOM) 161-174 2015年
Average-case linear-time similar substring searching by the q-gram distance.

Hiroyuki Hanada, Mineichi Kudo, Atsuyoshi Nakamura

Theor. Comput. Sci. 530 23-41 2014年
Quasi-Linear-Time Substring Searching by q-gram Distance

Hiroyuki Hanada, Mineichi Kudo, Atsuyoshi Nakamura

2012 6TH INTERNATIONAL CONFERENCE ON NEW TRENDS IN INFORMATION SCIENCE, SERVICE SCIENCE AND DATA MINING (ISSDM2012) 544-549 2012年査読有り
A practical comparison of edit distance approximation algorithms.

Hiroyuki Hanada, Atsuyoshi Nakamura, Mineichi Kudo

2011 IEEE International Conference on Granular Computing(GrC) 231-236 2011年

MISC

Supervised sequential pattern mining of event sequences in sport to identify important patterns of play: An application to rugby union

Rory Bunker, Keisuke Fujii, Hiroyuki Hanada, Ichiro Takeuchi

PLOS ONE abs/2010.15377 2021年9月23日
Fast and More Powerful Selective Inference for Sparse High-order Interaction Model.

Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi

CoRR abs/2106.04929 2021年
Learning sparse optimal rule fit by safe screening.

Hiroki Kato, Hiroyuki Hanada, Ichiro Takeuchi

CoRR abs/1810.01683 2018年
Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values.

Hiroyuki Hanada, Toshiyuki Takada, Jun Sakuma, Ichiro Takeuchi

CoRR abs/1803.00218 2018年
On Practical Accuracy of Edit Distance Approximation Algorithms.

Hiroyuki Hanada, Mineichi Kudo, Atsuyoshi Nakamura

CoRR abs/1701.06134 2017年
Efficiently Bounding Optimal Solutions after Small Data Modification in Large-Scale Empirical Risk Minimization.

Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi

CoRR abs/1606.00136 2016年
Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization.

Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi

CoRR abs/1602.04579 2016年

共同研究・競争的資金等の研究課題

データが継続的に得られる機械学習における、分布変化を考慮したデータ削減手法の研究

日本学術振興会科学研究費助成事業基盤研究(C) 2024年4月 - 2029年3月

花田博幸
探索的分析によるデータ駆動型仮説の信頼性評価法の確立と生命科学分野における実証

日本学術振興会科学研究費助成事業基盤研究(A) 2020年4月 - 2025年3月

竹内一郎, 花田博幸, 寺田吉壱, 稲津佑, 本谷秀堅, 津田宏治

花田博幸

基本情報

研究分野

論文

MISC

共同研究・競争的資金等の研究課題

メニュー

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