Publications in top ML conferences: NeurIPS, ICML, ICLR, AAAI, AISTATS, AAMAS; and information theory venues: ISIT, IEEE Transactions on Information Theory.
Work featured in New Scientist and Montreal AI Ethics Brief; adopted in JPMorgan’s fair lending model review.
Awards and grants: NSF CAREER Award, NSF MPS SPEED Award, JPMorgan Faculty Award, Google Gift Funding, Northrop Grumman Seed Grant.
Simons Institute Fellowship for the Causality Program (2022).
Recipient of the K&L Gates Presidential Fellowship in Ethics and Computational Technologies.
Ph.D. thesis awarded the A G Milnes Outstanding Thesis Award.
Pioneering contributions to coded computing with cross-disciplinary impact.