Challenges of Algorithmic Fairness in Financial Services
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As financial services sector increasingly adopts advanced algorithms, including machine learning and AI, there has been greater regulatory and public scrutiny on the potential for algorithms to replicate unfair bias and discrimination against disadvantaged groups, exacerbating existing inequalities. This webinar will walk through use cases in mortgage lending and in peer-to-peer lending to discuss the complex challenges of trying to make the algorithms "fair" in evaluating credit risk of minority groups.
Panelists: Michelle Sengh Ah Lee, Ph. D., researcher Compliant & Accountable Systems Research Group, University of Cambridge, AI Ethics Lead, Deloitte UK and Keith Black, Ph.D, CAIA, CFA, FDP, Managing Director, Content Development, CAIA Association.
Aaron Filbeck, CFA, CAIA, CIPM, FDP, Director, Global Content Development, CAIA Association.
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