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The implicit bias of gradient descent on nonseparable data., and . COLT, volume 99 of Proceedings of Machine Learning Research, page 1772-1798. PMLR, (2019)Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis., , and . COLT, volume 65 of Proceedings of Machine Learning Research, page 1674-1703. PMLR, (2017)Neural Networks and Rational Functions.. ICML, volume 70 of Proceedings of Machine Learning Research, page 3387-3393. PMLR, (2017)Actor-critic is implicitly biased towards high entropy optimal policies., , and . ICLR, OpenReview.net, (2022)Early-stopped neural networks are consistent., , and . NeurIPS, page 1805-1817. (2021)Social Welfare and Profit Maximization from Revealed Preferences., , and . WINE, volume 11316 of Lecture Notes in Computer Science, page 264-281. Springer, (2018)Greedy bi-criteria approximations for k-medians and k-means., and . CoRR, (2016)Statistical Consistency of Finite-dimensional Unregularized Linear Classification. CoRR, (2012)Gradient descent follows the regularization path for general losses., , , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 2109-2136. PMLR, (2020)Duality and Data Dependence in Boosting /.. University of California, San Diego, USA, (2013)