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