Nonconvex optimization for regression with fairness constraints J Komiyama, A Takeda, J Honda, H Shimao International conference on machine learning, 2737-2746, 2018 | 117 | 2018 |
Scale and information-processing thresholds in Holocene social evolution J Shin, MH Price, DH Wolpert, H Shimao, B Tracey, TA Kohler Nature communications 11 (1), 2394, 2020 | 32 | 2020 |
Strict or graduated punishment? Effect of punishment strictness on the evolution of cooperation in continuous public goods games H Shimao, M Nakamaru PloS one 8 (3), e59894, 2013 | 32 | 2013 |
Two-stage algorithm for fairness-aware machine learning J Komiyama, H Shimao arXiv preprint arXiv:1710.04924, 2017 | 21 | 2017 |
The use of AI in legal systems: determining independent contractor vs. employee status MC Cohen, S Dahan, W Khern-Am-Nuai, H Shimao, J Touboul Artificial intelligence and law, 1-30, 2023 | 18 | 2023 |
Reciprocity and exclusion in informal financial institutions: An experimental study of rotating savings and credit associations S Koike, M Nakamaru, T Otaka, H Shimao, KI Shimomura, T Yamato PloS one 13 (8), e0202878, 2018 | 10 | 2018 |
Strategic best response fairness in fair machine learning H Shimao, W Khern-am-nuai, K Kannan, MC Cohen Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 664-664, 2022 | 8 | 2022 |
Major complexity index and college skill production X Li, S Linde, H Shimao Available at SSRN, 2021 | 7 | 2021 |
Wikiartvectors: Style and color representations of artworks for cultural analysis via information theoretic measures B Srinivasa Desikan, H Shimao, H Miton Entropy 24 (9), 1175, 2022 | 6 | 2022 |
Strategic Best-Response Fairness in Fair Machine Learning Algorithms H Shimao SSRN, 2019 | 5* | 2019 |
Cross validation based model selection via generalized method of moments J Komiyama, H Shimao arXiv preprint arXiv:1807.06993, 2018 | 4 | 2018 |
Comparing fairness criteria based on social outcome J Komiyama, H Shimao arXiv preprint arXiv:1806.05112, 2018 | 4 | 2018 |
Welfare cost of fair prediction and pricing in insurance market H Shimao, F Huang UNSW Business School Research Paper Forthcoming, 2022 | 2 | 2022 |
Revisiting the CEO Effect Through a Machine Learning Lens H Shimao, SJ Kim, W Khern-am-nuai, MC Cohen Available at SSRN, 2023 | 1 | 2023 |
Cost of research and education activities in US colleges-scalability, complementarity, and heterogeneous efficiency H Shimao, X Li, M Price, C Kempes | 1 | 2022 |
The past as a stochastic process DH Wolpert, MH Price, SA Crabtree, TA Kohler, J Jost, J Evans, ... arXiv preprint arXiv:2112.05876, 2021 | 1 | 2021 |
Human Societies First Grow, Then Improve Their Information Processing, Then Grow Some More J Shin, MH Price, D Wolpert, H Shimao, B Tracey, TA Kohler Preprint: SocArXiv. https://osf. io/ejfbm, 2019 | 1 | 2019 |
An observational study of health care provider collaboration networks and heterogenous hospital cost efficiency and quality outcomes S Linde, H Shimao Medicine 101 (39), e30662, 2022 | | 2022 |
UnivProd: A university production dataset M Price, H Shimao, X Li, D Martins, C Kempes, DT Painter, G West Available at SSRN 4004591, 2022 | | 2022 |
So You Think You Are Safe: Implications of Quality Uncertainty in Security Software H Shimao, W Khern-am-nuai, SJ Kim, KN Kannan Available at SSRN 2621846, 2021 | | 2021 |