Fukuchi, Kazuto

13 publications

AISTATS 2025 Harnessing the Power of Vicinity-Informed Analysis for Classification Under Covariate Shift Mitsuhiro Fujikawa, Youhei Akimoto, Jun Sakuma, Kazuto Fukuchi

ICML 2025 Meta Optimality for Demographic Parity Constrained Regression via Post-Processing Kazuto Fukuchi

NeurIPSW 2024 Harnessing the Power of Vicinity-Informed Analysis for Classification Under Covariate Shift Mitsuhiro Fujikawa, Youhei Akimoto, Jun Sakuma, Kazuto Fukuchi

WACV 2023 Certified Defense for Content Based Image Retrieval Kazuya Kakizaki, Kazuto Fukuchi, Jun Sakuma

NeurIPS 2023 Demographic Parity Constrained Minimax Optimal Regression Under Linear Model Kazuto Fukuchi, Jun Sakuma

IJCAI 2023 Statistically Significant Concept-Based Explanation of Image Classifiers via Model Knockoffs Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma

NeurIPS 2022 Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification Takumi Tanabe, Rei Sato, Kazuto Fukuchi, Jun Sakuma, Youhei Akimoto

AAAI 2022 Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation Thien Q. Tran, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma

AAAI 2020 Faking Fairness via Stealthily Biased Sampling Kazuto Fukuchi, Satoshi Hara, Takanori Maehara

ICML 2017 Differentially Private Chi-Squared Test by Unit Circle Mechanism Kazuya Kakizaki, Kazuto Fukuchi, Jun Sakuma

ECML-PKDD 2015 Differentially Private Analysis of Outliers Rina Okada, Kazuto Fukuchi, Jun Sakuma

ECML-PKDD 2014 Neutralized Empirical Risk Minimization with Generalization Neutrality Bound Kazuto Fukuchi, Jun Sakuma

ECML-PKDD 2013 Prediction with Model-Based Neutrality Kazuto Fukuchi, Jun Sakuma, Toshihiro Kamishima