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Failures of Gradient-Based Deep Learning.

, , и . ICML, том 70 из Proceedings of Machine Learning Research, стр. 3067-3075. PMLR, (2017)

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Josef Shalev

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Online multiclass learning by interclass hypothesis sharing., , , и . ICML, том 148 из ACM International Conference Proceeding Series, стр. 313-320. ACM, (2006)On the Equivalence of Weak Learnability and Linear Separability: New Relaxations and Efficient Boosting Algorithms., и . COLT, стр. 311-322. Omnipress, (2008)The error rate of learning halfspaces using Kernel-SVMs, , и . CoRR, (2012)Faster Low-rank Approximation using Adaptive Gap-based Preconditioning., и . CoRR, (2016)Faster SGD Using Sketched Conditioning., и . CoRR, (2015)Decoupling Gating from Linearity., , и . CoRR, (2019)SenseBERT: Driving Some Sense into BERT., , , , , , , и . CoRR, (2019)Multiclass Learnability and the ERM principle., , , и . COLT, том 19 из JMLR Proceedings, стр. 207-232. JMLR.org, (2011)The Complexity of Learning Halfspaces using Generalized Linear Methods., , и . COLT, том 35 из JMLR Workshop and Conference Proceedings, стр. 244-286. JMLR.org, (2014)On Graduated Optimization for Stochastic Non-Convex Problems., , и . ICML, том 48 из JMLR Workshop and Conference Proceedings, стр. 1833-1841. JMLR.org, (2016)