Hajime Shimao

Santa Fe Institute

1399 Hyde Park Road

Santa Fe, NM 87501

United States

  • Santa Fe Institute

SCHOLARLY PAPERS

6

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1,049

SSRN CITATIONS

0

CROSSREF CITATIONS

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Scholarly Papers (6)

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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
Hajime Shimao, Warut Khern-am-nuai and Karthik Natarajan Kannan
Santa Fe Institute, McGill University - Desautels Faculty of Management and Purdue University
Downloads 280 (164,880)
Citation 1

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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
Maxime C. Cohen, Samuel Dahan, Warut Khern-am-nuai, Hajime Shimao and Jonathan Touboul
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
Hajime Shimao, Warut Khern-am-nuai, Sung Joo Kim and Karthik Natarajan Kannan
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
Michael Price, Hajime Shimao, Xiaoxiao Li, Diogo Martins, Chris Kempes, Deryc T. Painter and Geoffrey West
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