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 Contrastive Learning Can Find An Optimal Basis For Approximately
View-Invariant FunctionsInternational Conference on Learning Representations (ICLR), 2022 |
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PCAJournal of machine learning research (JMLR), 2021 |
 Gain with no Pain: Efficient Kernel-PCA by Nyström SamplingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 |
 Optimal Rates of Sketched-regularized Algorithms for Least-Squares
Regression over Hilbert SpacesInternational Conference on Machine Learning (ICML), 2018 |
