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Free Energy Wells and Overlap Gap Property in Sparse PCA., , и . COLT, том 125 из Proceedings of Machine Learning Research, стр. 479-482. PMLR, (2020)A classification for the performance of online SGD for high-dimensional inference., , и . CoRR, (2020)Online stochastic gradient descent on non-convex losses from high-dimensional inference., , и . J. Mach. Learn. Res., (2021)High-dimensional SGD aligns with emerging outlier eigenspaces., , , и . CoRR, (2023)Open Problem: The landscape of the loss surfaces of multilayer networks., , и . COLT, том 40 из JMLR Workshop and Conference Proceedings, стр. 1756-1760. JMLR.org, (2015)Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices, , и . Ann. Probab., 33 (5): 1643--1697 (2005)The Loss Surfaces of Multilayer Networks., , , , и . AISTATS, том 38 из JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Comparing Dynamics: Deep Neural Networks versus Glassy Systems., , , , , , , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 324-333. PMLR, (2018)Landscape Complexity for the Empirical Risk of Generalized Linear Models., , и . MSML, том 107 из Proceedings of Machine Learning Research, стр. 287-327. PMLR, (2020)High-dimensional SGD aligns with emerging outlier eigenspaces., , , и . ICLR, OpenReview.net, (2024)