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Quantile Regression for Large-scale Applications., , and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 881-887. JMLR.org, (2013)Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression., , , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 1050-1069. PMLR, (2019)Randomized Algorithms for Matrices and Data.. Foundations and Trends in Machine Learning, 3 (2): 123-224 (2011)Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters, , , and . (2008)cite arxiv:0810.1355Comment: 66 pages, a much expanded version of our WWW 2008 paper.Rethinking generalization requires revisiting old ideas: statistical mechanics approaches and complex learning behavior, and . (2017)cite arxiv:1710.09553Comment: 31 pages; added brief discussion of recent papers that use/extend these ideas.Evaluating OpenMP Tasking at Scale for the Computation of Graph Hyperbolicity., , , and . IWOMP, volume 8122 of Lecture Notes in Computer Science, page 71-83. Springer, (2013)GPU Accelerated Sub-Sampled Newton's Method for Convex Classification Problems., , , and . SDM, page 702-710. SIAM, (2019)Second-order optimization for non-convex machine learning: An empirical study, , and . arXiv preprint arXiv:1708.07827, (2017)Reading group.Randomized Dimensionality Reduction for k-Means Clustering., , , and . IEEE Trans. Inf. Theory, 61 (2): 1045-1062 (2015)Big Little Transformer Decoder., , , , , and . CoRR, (2023)