Robustness to Augmentations as a Generalization metric

Sumukh Aithal K, Dhruva Kashyap, Natarajan Subramanyam

Generalization is the ability of a model to predict on unseen domains and is a fundamental task in machine learning. Several generalization bounds, both theoretical and empirical h…