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Locally Private Learning without Interaction Requires Separation.

, and . NeurIPS, page 14975-14986. (2019)

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Monotone Learning., , , , , and . COLT, volume 178 of Proceedings of Machine Learning Research, page 842-866. PMLR, (2022)Multiclass Learning Approaches: A Theoretical Comparison with Implications., , and . NIPS, page 494-502. (2012)An Exact Poly-Time Membership-Queries Algorithm for Extraction a three-Layer ReLU Network., and . CoRR, (2021)Learning Rules-First Classifiers., , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1398-1406. PMLR, (2019)The Complexity of Learning Halfspaces using Generalized Linear Methods., , and . COLT, volume 35 of JMLR Workshop and Conference Proceedings, page 244-286. JMLR.org, (2014)Optimal learners for multiclass problems., and . COLT, volume 35 of JMLR Workshop and Conference Proceedings, page 287-316. JMLR.org, (2014)The price of bandit information in multiclass online classification., and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 93-104. JMLR.org, (2013)Complexity Theoretic Limitations on Learning Halfspaces.. CoRR, (2015)Short and Deep: Sketching and Neural Networks., , , and . ICLR (Workshop), OpenReview.net, (2017)A PTAS for Agnostically Learning Halfspaces.. CoRR, (2014)