Hanada, Hiroyuki

7 publications

TMLR 2025 Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design Onur Boyar, Hiroyuki Hanada, Ichiro Takeuchi

ICML 2025 Distributionally Robust Active Learning for Gaussian Process Regression Shion Takeno, Yoshito Okura, Yu Inatsu, Aoyama Tatsuya, Tomonari Tanaka, Akahane Satoshi, Hiroyuki Hanada, Noriaki Hashimoto, Taro Murayama, Hanju Lee, Shinya Kojima, Ichiro Takeuchi

TMLR 2025 Distributionally Robust Coreset Selection Under Covariate Shift Tomonari Tanaka, Hiroyuki Hanada, Hanting Yang, Aoyama Tatsuya, Yu Inatsu, Akahane Satoshi, Yoshito Okura, Noriaki Hashimoto, Taro Murayama, Hanju Lee, Shinya Kojima, Ichiro Takeuchi

AISTATS 2024 Bounding Box-Based Multi-Objective Bayesian Optimization of Risk Measures Under Input Uncertainty Yu Inatsu, Shion Takeno, Hiroyuki Hanada, Kazuki Iwata, Ichiro Takeuchi

AAAI 2022 Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi

AAAI 2018 Efficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi

ACML 2016 Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi