Two-stage Algorithm for Fairness-aware Machine Learning. - Junpei Komiyama; Hajime Shimao (CoRR, 2017)

Nonconvex Optimization for Regression with Fairness Constraints. - Junpei Komiyama; Akiko Takeda; Junya Honda; Hajime Shimao (ICML, 2018)

Comparing Fairness Criteria Based on Social Outcome. - Junpei Komiyama; Hajime Shimao (CoRR, 2018)

The Past as a Stochastic Process. - David H. Wolpert; Michael H. Price; Stefani A. Crabtree; Timothy A. Kohler; Jürgen Jost; James Evans; Peter F. Stadler; Hajime Shimao; Manfred D. Laubichler (CoRR, 2021)

Strategic Best Response Fairness in Fair Machine Learning. - Hajime Shimao; Warut Khern-am-nuai; Karthik N. Kannan; Maxime C. Cohen (AIES, 2022)

WikiArtVectors: Style and Color Representations of Artworks for Cultural Analysis via Information Theoretic Measures. - Bhargav Srinivasa Desikan; Hajime Shimao; Helena Miton (Entropy, 2022)

Revisiting the CEO Effect Through a Machine Learning Lens. - Hajime Shimao; Sung Joo Kim; Warut Khern-am-nuai; Maxime C. Cohen (Manag. Sci., 2025)