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A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression., , , , и . CoRR, (2023)Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization., , , , , и . AISTATS, том 89 из Proceedings of Machine Learning Research, стр. 806-815. PMLR, (2019)Semantic Interpolation in Implicit Models., , и . ICLR (Poster), OpenReview.net, (2018)Batch normalization provably avoids ranks collapse for randomly initialised deep networks., , , , и . NeurIPS, (2020)Convolutional Generation of Textured 3D Meshes., , , , и . NeurIPS, (2020)An SDE for Modeling SAM: Theory and Insights., , , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 25209-25253. PMLR, (2023)Vanishing Curvature in Randomly Initialized Deep ReLU Networks., , , , и . AISTATS, том 151 из Proceedings of Machine Learning Research, стр. 7942-7975. PMLR, (2022)Cubic regularized subspace Newton for non-convex optimization., , и . CoRR, (2024)Theoretical Understanding of Batch-normalization: A Markov Chain Perspective., , , , и . CoRR, (2020)Shadowing Properties of Optimization Algorithms., и . NeurIPS, стр. 12671-12682. (2019)