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cs.AI2024
A Systems Thinking Approach to Algorithmic Fairness
Chris Lam
Systems thinking provides us with a way to model the algorithmic fairness problem by allowing us to encode prior knowledge and assumptions about where we believe bias might exist i…
q-fin.RM2024
Debiasing Alternative Data for Credit Underwriting Using Causal Inference
Chris Lam
Alternative data provides valuable insights for lenders to evaluate a borrower's creditworthiness, which could help expand credit access to underserved groups and lower costs for b…