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A Group-Theoretic Framework for Data Augmentation

, , and . (2019)cite arxiv:1907.10905Comment: Changed title. Added results on overparametrized 2-layer nets. Added error bars to experiments. Numerous other minor improvements.

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Comparing Classes of Estimators: When does Gradient Descent Beat Ridge Regression in Linear Models?, , and . CoRR, (2021)Memory Classifiers: Two-stage Classification for Robustness in Machine Learning., , , , and . CoRR, (2022)Certifying the restricted isometry property is hard, , , and . CoRR, (2012)A Group-Theoretic Framework for Data Augmentation, , and . (2019)cite arxiv:1907.10905Comment: Changed title. Added results on overparametrized 2-layer nets. Added error bars to experiments. Numerous other minor improvements.SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space., , , and . ICLR, OpenReview.net, (2023)Minimax Optimal Fair Classification with Bounded Demographic Disparity., , and . CoRR, (2024)Ridge Regression: Structure, Cross-Validation, and Sketching., and . ICLR, OpenReview.net, (2020)PAC Prediction Sets Under Covariate Shift., , , and . CoRR, (2021)Jailbreaking Black Box Large Language Models in Twenty Queries., , , , , and . CoRR, (2023)Demystifying Disagreement-on-the-Line in High Dimensions., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 19053-19093. PMLR, (2023)