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Some Local Measures of Complexity of Convex Hulls and Generalization Bounds

, , and . Computational Learning Theory, page 59--73. Berlin, Heidelberg, Springer Berlin Heidelberg, (2002)

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When can unlabeled data improve the learning rate?, , , , , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 1500-1518. PMLR, (2019)Tracking a Small Set of Experts by Mixing Past Posteriors., and . COLT/EuroCOLT, volume 2111 of Lecture Notes in Computer Science, page 31-47. Springer, (2001)Wasserstein Auto-Encoders., , , and . ICLR, OpenReview.net, (2018)The Visual Task Adaptation Benchmark, , , , , , , , , and 7 other author(s). (2019)cite arxiv:1910.04867.PAC-Bayesian Generic Chaining., and . NIPS, page 1125-1132. MIT Press, (2003)Are GANs Created Equal? A Large-Scale Study., , , , and . NeurIPS, page 698-707. (2018)Measuring Compositional Generalization: A Comprehensive Method on Realistic Data., , , , , , , , , and 4 other author(s). ICLR, OpenReview.net, (2020)Kernel Methods for Measuring Independence., , , , and . J. Mach. Learn. Res., (2005)A Theory of Universal Learning., , , , and . CoRR, (2020)The Tradeoffs of Large Scale Learning, and . Advances in Neural Information Processing Systems, 20, NIPS Foundation (http://books.nips.cc), (2008)