Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact

Aayam Bansal

As financial institutions increasingly rely on machine learning models to automate lending decisions, concerns about algorithmic fairness have risen. This paper explores the tradeo…