Publications
The Countdown Clock for Student Loan Forbearances
This research brief highlights the need for consumer engagement and administrative flexibility to help distressed borrowers transition smoothly into longer-term repayment plans as pandemic deferral programs end and new programs are implemented.
This empirical white paper assesses the capabilities and limitations of available model diagnostic tools in helping lenders manage machine learning underwriting models. It focuses on the tools’ production of information relevant to adverse action, fair lending, and model risk management requirements.
This paper summarizes the machine learning project’s key empirical research findings and discusses the regulatory and public policy implications to be considered with the increasing use of machine learning models and explainability and fairness techniques.
Speaking Engagements & Conferences