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How to Reduce Dimension With PCA and Random Projections?, , , and . IEEE Trans. Inf. Theory, 67 (12): 8154-8189 (2021)Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates., , , , , , and . CoRL, volume 205 of Proceedings of Machine Learning Research, page 1499-1509. PMLR, (2022)Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform., , , and . NeurIPS, (2020)A Group-Theoretic Framework for Data Augmentation., , and . NeurIPS, (2020)DeltaGrad: Rapid retraining of machine learning models., , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 10355-10366. PMLR, (2020)Automatically Predicting Perceived Conversation Quality in a Pediatric Sample Enriched for Autism., , , , , , , , , and . INTERSPEECH, page 4603-4607. ISCA, (2023)WONDER: Weighted One-shot Distributed Ridge Regression in High Dimensions., and . J. Mach. Learn. Res., (2020)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.Minimax Optimal Fair Classification with Bounded Demographic Disparity., , and . CoRR, (2024)SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space., , , and . ICLR, OpenReview.net, (2023)