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Fast and Accurate Refined Nyström-Based Kernel SVM., , , and . AAAI, page 1830-1836. AAAI Press, (2016)Online Kernel Selection: Algorithms and Evaluations., , , , and . AAAI, page 1197-1203. AAAI Press, (2012)Generalization Analysis for Contrastive Representation Learning., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 19200-19227. PMLR, (2023)Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 18122-18152. PMLR, (2022)When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 27548-27573. PMLR, (2022)A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis., , , and . AAAI, page 2224-2230. AAAI Press, (2017)Stochastic AUC Maximization with Deep Neural Networks., , , and . ICLR, OpenReview.net, (2020)Adam+: A Stochastic Method with Adaptive Variance Reduction., , , and . CoRR, (2020)A Simple and Effective Framework for Pairwise Deep Metric Learning., , , , and . ECCV (27), volume 12372 of Lecture Notes in Computer Science, page 375-391. Springer, (2020)Empirical Risk Minimization for Stochastic Convex Optimization: $O(1/n)$- and $O(1/n^2)$-type of Risk Bounds., , and . COLT, volume 65 of Proceedings of Machine Learning Research, page 1954-1979. PMLR, (2017)