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

, , and . NeurIPS, (2020)

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Approximating a Gram Matrix for Improved Kernel-Based Learning., and . COLT, volume 3559 of Lecture Notes in Computer Science, page 323-337. Springer, (2005)A Simple and Strongly-Local Flow-Based Method for Cut Improvement., , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1938-1947. JMLR.org, (2016)Robust Regression on MapReduce., and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 888-896. JMLR.org, (2013)OverSketched Newton: Fast Convex Optimization for Serverless Systems., , , , and . CoRR, (2019)Unified Acceleration Method for Packing and Covering Problems via Diameter Reduction., , and . ICALP, volume 55 of LIPIcs, page 50:1-50:13. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2016)Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data., , and . CoRR, (2020)On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent., , , , , , , and . CoRR, (2018)OverSketched Newton: Fast Convex Optimization for Serverless Systems., , , , and . IEEE BigData, page 288-297. IEEE, (2020)Trust Region Based Adversarial Attack on Neural Networks., , , , and . CVPR, page 11350-11359. Computer Vision Foundation / IEEE, (2019)Skip-Gram - Zipf + Uniform = Vector Additivity., , and . ACL (1), page 69-76. Association for Computational Linguistics, (2017)