Using Existential Theory of the Reals to Bound VC Dimension. - Austin Watkins; Jeff M. Phillips (CCCG, 2022)

Optimistic Rates for Multi-Task Representation Learning. - Austin Watkins; Enayat Ullah; Thanh Nguyen-Tang; Raman Arora (NeurIPS, 2023)

Adversarially Robust Multi-task Representation Learning. - Austin Watkins; Thanh Nguyen-Tang; Enayat Ullah; Raman Arora (NeurIPS, 2024)