My publications

My research interests lie somewhere in the span of machine learning, algebra, and concrete complexity theory.

1. Do deep networks transfer invariance across classes? [arXiv]
   Allan Zhou, Fahim Tajwar, Alexander Robey, Tom Knowles, George J. Pappas, Hamed Hassani, Chelsea Finn
   Upcoming at International Conference on Learning Representations (ICLR), 2022

2. Meta-Learning Symmetries by Reparameterization [arXiv]
   Allan Zhou, Tom Knowles, Chelsea Finn
   International Conference on Learning Representations (ICLR), 2021