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Oracle Complexity in Nonsmooth Nonconvex Optimization., and . J. Mach. Learn. Res., (2022)There's a Hole in My Data Space: Piecewise Predictors for Heterogeneous Learning Problems., and . AISTATS, volume 22 of JMLR Proceedings, page 291-298. JMLR.org, (2012)Spectral Clustering on a Budget., and . AISTATS, volume 15 of JMLR Proceedings, page 661-669. JMLR.org, (2011)Failures of Gradient-Based Deep Learning., , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3067-3075. PMLR, (2017)Online Learning for Time Series Prediction., , , and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 172-184. JMLR.org, (2013)Convergence of Stochastic Gradient Descent for PCA.. ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 257-265. JMLR.org, (2016)Oracle complexity of second-order methods for smooth convex optimization., , and . Math. Program., 178 (1-2): 327-360 (2019)The Complexity of Finding Stationary Points with Stochastic Gradient Descent., and . CoRR, (2019)Depth Separations in Neural Networks: What is Actually Being Separated?, , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2664-2666. PMLR, (2019)On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization. CoRR, (2012)