Hajime Shimao

Santa Fe Institute

1399 Hyde Park Road

Santa Fe, NM 87501

United States

SCHOLARLY PAPERS

6

DOWNLOADS

1,049

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (6)

1.

Addressing Fairness in Machine Learning Predictions: Strategic Best-Response Fair Discriminant Removed Algorithm

Number of pages: 43 Posted: 13 Jun 2019 Last Revised: 15 Jun 2021
Santa Fe Institute, McGill University - Desautels Faculty of Management and Purdue University
Downloads 280 (164,880)
Citation 1

Abstract:

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machine learning, discrimination, fairness, prediction

2.

The Use of AI in Legal Systems: Determining Independent Contractor vs. Employee Status

Queen's University Legal Research Paper Forthcoming
Number of pages: 30 Posted: 28 Jan 2022 Last Revised: 24 Dec 2022
Desautels Faculty of Management, McGill University, Queen's University - Faculty of Law, McGill University - Desautels Faculty of Management, Santa Fe Institute and Brandeis University
Downloads 232 (199,579)

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Employment Law, Artificial Intelligence, Predictive Models, Decision-Support Legal Systems

3.

So You Think You Are Safe: Implications of Quality Uncertainty in Security Software

Number of pages: 50 Posted: 24 Jun 2015 Last Revised: 12 Jul 2021
Santa Fe Institute, McGill University - Desautels Faculty of Management, Purdue University and Purdue University
Downloads 218 (210,776)

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Economics of Information Security, Information Uncertainty, Misinformation, Risk Compensation Behavior

4.

Major Complexity Index and College Skill Production

Number of pages: 51 Posted: 22 Mar 2021 Last Revised: 24 Aug 2021
Xiaoxiao Li, Sebastian Linde and Hajime Shimao
Villanova University, Medical College of Wisconsin and Santa Fe Institute
Downloads 155 (284,263)

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Major-to-Occupation Network; Skill Acquisition; Method of Reflections; Complexity

5.

Welfare Cost of Fair Prediction and Pricing in Insurance Market

UNSW Business School Research Paper Forthcoming
Number of pages: 48 Posted: 28 Sep 2022 Last Revised: 14 Dec 2022
Hajime Shimao and Fei Huang
Santa Fe Institute and UNSW Australia Business School, School of Risk & Actuarial Studies
Downloads 114 (359,396)

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Welfare Cost; General Insurance; Fairness-aware Machine Learning; Accountability in Machine Learning; Price Discrimination

6.

UnivProd: A University Production Dataset

Number of pages: 10 Posted: 01 Apr 2022
Santa Fe Institute, Santa Fe Institute, Villanova University, Villanova University, Santa Fe Institute, Arizona State University (ASU) - School of Complex Adaptive Systems and Santa Fe Institute
Downloads 50 (571,855)

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Production Function, Microsoft Academic Graph