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Scaling-Up Robust Gradient Descent Techniques.. AAAI, page 7694-7701. AAAI Press, (2021)PAC-Bayes under potentially heavy tails.. NeurIPS, page 2711-2720. (2019)Making Robust Generalizers Less Rigid with Soft Ascent-Descent., and . CoRR, (2024)Non-monotone risk functions for learning.. CoRR, (2020)Implicit regularization via soft ascent-descent., and . CoRR, (2023)Forecasting in wind energy applications with site-adaptive Weibull estimation., and . ICASSP, page 2184-2188. IEEE, (2014)Criterion Collapse and Loss Distribution Control.. ICML, OpenReview.net, (2024)Robust variance-regularized risk minimization with concomitant scaling.. AISTATS, volume 238 of Proceedings of Machine Learning Research, page 1144-1152. PMLR, (2024)Classification using margin pursuit.. AISTATS, volume 89 of Proceedings of Machine Learning Research, page 712-720. PMLR, (2019)Anytime Guarantees under Heavy-Tailed Data.. AAAI, page 6918-6925. AAAI Press, (2022)