@article{understandingaugmentationbasedself, title = {Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression}, author = {Runtian Zhai and Bingbin Liu and Andrej Risteski and Zico Kolter and Pradeep Ravikumar}, year = {2023}, eprint = {2306.00788}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2306.00788v3}, }