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Theoretical Analysis of Auto Rate-Tuning by Batch Normalization.

, , and . ICLR (Poster), OpenReview.net, (2019)

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A combinatorial, primal-dual approach to semidefinite programs., and . STOC, page 227-236. ACM, (2007)Unique games on expanding constraint graphs are easy: extended abstract., , , , , and . STOC, page 21-28. ACM, (2008)On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 244-253. PMLR, (2018)Semidefinite Programming and Approximation Algorithms: A Survey.. SWAT, volume 6139 of Lecture Notes in Computer Science, page 25. Springer, (2010)Towards a Study of Low-Complexity Graphs., , and . ICALP (1), volume 5555 of Lecture Notes in Computer Science, page 119-131. Springer, (2009)Exploring complexity through reductions.. Computational Complexity Theory, volume 10 of IAS / Park City mathematics series, AMS Chelsea Publishing, (2004)O(sqrt(log(n)) Approximation to SPARSEST CUT in Õ(n2) Time., , and . SIAM J. Comput., 39 (5): 1748-1771 (2010)Improved Algorithms for Unique Games via Divide and Conquer., , , and . Electron. Colloquium Comput. Complex., (2010)Towards strong nonapproximability results in the Lovasz-Schrijver hierarchy, , and . Electron. Colloquium Comput. Complex., (2004)Language Models as Science Tutors., , , , , , , , , and 12 other author(s). CoRR, (2024)