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NoisyMix: Boosting Model Robustness to Common Corruptions.

, , , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 4033-4041. PMLR, (2024)

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Feature-distributed sparse regression: a screen-and-clean approach., , , and . NIPS, page 2712-2720. (2016)Noisy Feature Mixup., , , , and . ICLR, OpenReview.net, (2022)AutoIP: A United Framework to Integrate Physics into Gaussian Processes., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 14210-14222. PMLR, (2022)Fat-Tailed Variational Inference with Anisotropic Tail Adaptive Flows., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 13257-13270. PMLR, (2022)ANODEV2: A Coupled Neural ODE Framework., , , , , , and . NeurIPS, page 5152-5162. (2019)Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization., , , and . NeurIPS, (2020)Improved guarantees and a multiple-descent curve for Column Subset Selection and the Nystrom method., , and . NeurIPS, (2020)Second-Order Optimization for Non-Convex Machine Learning: An Empirical Study, , and . (2017)cite arxiv:1708.07827Comment: 21 pages, 11 figures. Restructure the paper and add experiments.Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks., and . SDM, page 505-513. SIAM, (2020)The conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume..Second-order Optimization for Non-convex Machine Learning: an Empirical Study., , and . SDM, page 199-207. SIAM, (2020)The conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume..