Carnegie Mellon University
Runtian Zhai, Bingbin Liu, Andrej Risteski, J Kolter, Pradeep K Ravikumar
Learning Theory;Representation Learning;Self-supervised Learning;Data Augmentation;RKHS Approximation;RKHS Regression
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression