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Exact expressions for double descent and implicit regularization via surrogate random design.

, , and . NeurIPS, (2020)

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FLAG: Fast Linearly-Coupled Adaptive Gradient Method., , , and . CoRR, (2016)Sampling subproblems of heterogeneous Max-Cut problems and approximation algorithms., , and . Random Struct. Algorithms, 32 (3): 307-333 (2008)Adaptive Self-supervision Algorithms for Physics-informed Neural Networks., , , and . CoRR, (2022)Tree-Like Structure in Large Social and Information Networks., , and . ICDM, page 1-10. IEEE Computer Society, (2013)The Fast Cauchy Transform and Faster Robust Linear Regression., , , , , and . SODA, page 466-477. SIAM, (2013)When are ensembles really effective?, , , , and . CoRR, (2023)Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data., , , , , , and . KDD, page 3011-3021. ACM, (2023)Noise-Response Analysis of Deep Neural Networks Quantifies Robustness and Fingerprints Structural Malware., , , and . SDM, page 100-108. SIAM, (2021)Semi-supervised eigenvectors for large-scale locally-biased learning., and . J. Mach. Learn. Res., 15 (1): 3691-3734 (2014)Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels., , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 485-493. JMLR.org, (2014)