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Bias and Fairness in Modeling and Underwriting
claims, electronic health records and credit-based mortality scores.[1] The use of new data sources and automated ... decommission models that are deemed high risk.[1] The U.S. has not been as prescriptive about AI regulation ...- Authors: Hareem Naveed, Benjamin Brew (Ben)
- Date: Sep 2022
- Competency: External Forces & Industry Knowledge; Professional Values; Technical Skills & Analytical Problem Solving
- Publication Name: Actuary of the Future
- Topics: Modeling & Statistical Methods; Public Policy
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Session 043: Auditing Your Models for Bias
Session 043: Auditing Your Models for Bias in the insurance industry, machine learning ... increasingly used to make decisions that affect people's lives. In order to ensure that models are fair, they ...- Authors: Sandra Chefitz, April Shen, Hareem Naveed
- Date: Jan 2020
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Life Insurance; Life Insurance>Universal life; Public Policy