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Koopman-based generalization bound: New aspect for full-rank weights., , , , и . ICLR, OpenReview.net, (2024)Uniform-in-time propagation of chaos for the mean-field gradient Langevin dynamics., , и . ICLR, OpenReview.net, (2023)Accelerated Stochastic Gradient Descent for Minimizing Finite Sums.. CoRR, (2015)Hyperbolic Ordinal Embedding., , , , и . ACML, том 101 из Proceedings of Machine Learning Research, стр. 1065-1080. PMLR, (2019)Refined Generalization Analysis of Gradient Descent for Over-parameterized Two-layer Neural Networks with Smooth Activations on Classification Problems., и . CoRR, (2019)Parameter Averaging for SGD Stabilizes the Implicit Bias towards Flat Regions., , и . CoRR, (2023)A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification., , , , и . CoRR, (2020)Improved Particle Approximation Error for Mean Field Neural Networks.. CoRR, (2024)Why is parameter averaging beneficial in SGD? An objective smoothing perspective., , , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 3565-3573. PMLR, (2024)Accelerated Stochastic Gradient Descent for Minimizing Finite Sums.. AISTATS, том 51 из JMLR Workshop and Conference Proceedings, стр. 195-203. JMLR.org, (2016)