Hiroyuki Hanada

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 19

Top Topics

Empirical Risk Minimization

Interaction Model

Top Venues

Publications

Yu Inatsu, Shion Takeno, Hiroyuki Hanada, Kazuki Iwata, Ichiro Takeuchi
Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty. AISTATS (2024)
Hiroyuki Hanada, Satoshi Akahane, Tatsuya Aoyama, Tomonari Tanaka, Yoshito Okura, Yu Inatsu, Noriaki Hashimoto, Taro Murayama, Lee Hanju, Shinya Kojima, Ichiro Takeuchi
Distributionally Robust Safe Screening. CoRR (2024)
Hiroyuki Hanada, Tatsuya Aoyama, Satoshi Akahane, Tomonari Tanaka, Yoshito Okura, Yu Inatsu, Noriaki Hashimoto, Shion Takeno, Taro Murayama, Lee Hanju, Shinya Kojima, Ichiro Takeuchi
Distributionally Robust Safe Sample Screening. CoRR (2024)
Hiroyuki Hanada, Noriaki Hashimoto, Kouichi Taji, Ichiro Takeuchi
Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank Training Data Modifications. Neural Comput. 35 (12) (2023)
Hiroki Kato, Hiroyuki Hanada, Ichiro Takeuchi
Safe RuleFit: Learning Optimal Sparse Rule Model by Meta Safe Screening. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Hiroyuki Hanada, Noriaki Hashimoto, Kouichi Taji, Ichiro Takeuchi
Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank Training Data Modifications. CoRR (2023)
Takumi Yoshida, Hiroyuki Hanada, Kazuya Nakagawa, Kouichi Taji, Koji Tsuda, Ichiro Takeuchi
Efficient model selection for predictive pattern mining model by safe pattern pruning. Patterns 4 (12) (2023)
Takumi Yoshida, Hiroyuki Hanada, Kazuya Nakagawa, Kouichi Taji, Koji Tsuda, Ichiro Takeuchi
Efficient Model Selection for Predictive Pattern Mining Model by Safe Pattern Pruning. CoRR (2023)
Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi
Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model. AAAI (2022)
Vo Nguyen Le Duy, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Hiroyuki Hanada, Yasuo Tabei, Ichiro Takeuchi
Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi
Fast and More Powerful Selective Inference for Sparse High-order Interaction Model. CoRR (2021)
Rory Bunker, Keisuke Fujii, Hiroyuki Hanada, Ichiro Takeuchi
Supervised sequential pattern mining of event sequences in sport to identify important patterns of play: an application to rugby union. CoRR (2020)
Hiroyuki Hanada, Toshiyuki Takada, Jun Sakuma, Ichiro Takeuchi
Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values. CoRR (2018)
Hiroki Kato, Hiroyuki Hanada, Ichiro Takeuchi
Learning sparse optimal rule fit by safe screening. CoRR (2018)
Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi
Efficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment. AAAI (2018)
Hiroyuki Hanada, Mineichi Kudo, Atsuyoshi Nakamura
On Practical Accuracy of Edit Distance Approximation Algorithms. CoRR (2017)
Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi
Efficiently Bounding Optimal Solutions after Small Data Modification in Large-Scale Empirical Risk Minimization. CoRR (2016)
Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi
Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization. ACML (2016)
Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi
Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization. CoRR (2016)
Hiroyuki Hanada, Shuhei Denzumi, Yuma Inoue, Hiroshi Aoki, Norihito Yasuda, Shogo Takeuchi, Shin-ichi Minato
Enumerating Eulerian Trails via Hamiltonian Path Enumeration. WALCOM (2015)
Hiroyuki Hanada, Mineichi Kudo, Atsuyoshi Nakamura
Average-case linear-time similar substring searching by the q-gram distance. Theor. Comput. Sci. 530 (2014)
Hiroyuki Hanada, Atsuyoshi Nakamura, Mineichi Kudo
A practical comparison of edit distance approximation algorithms. GrC (2011)