Brian W. Lee

I am a second-year PhD student at Berkeley, where I am lucky to work with Nika Haghtalab and Mike Jordan in BAIR. I like machine learning theory and the foundations of probability.

Previously, I did my BS and MS at Penn, where I was fortunate to work with Nik Matni in GRASP.

Email: bl.ee AT berkeley DOT edu

I help organize the CLIMB seminar. Please reach out if you'd like to give a talk!

Research

In my field, authors are ordered alphabetically by last name.

Blackwell Approachability and Gradient Equilibrium are Equivalent. Nika Haghtalab, Michael I. Jordan, Brian W. Lee, and Ryan J. Tibshirani. Manuscript.

Panprediction: Optimal Predictions for Any Downstream Task and Loss. Sivaraman Balakrishnan, Nika Haghtalab, Daniel Hsu, Brian W. Lee, and Eric Zhao. AISTATS 2026 (Oral).

Single Trajectory Conformal Prediction. Brian W. Lee and Nikolai Matni. IEEE CDC 2024.

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