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Near-Optimal Herding.

, and . COLT, volume 35 of JMLR Workshop and Conference Proceedings, page 1165-1182. JMLR.org, (2014)

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Near-Optimal Herding., and . COLT, volume 35 of JMLR Workshop and Conference Proceedings, page 1165-1182. JMLR.org, (2014)Nearly-tight VC-dimension bounds for piecewise linear neural networks., , and . COLT, volume 65 of Proceedings of Machine Learning Research, page 1064-1068. PMLR, (2017)Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks., , , and . J. Mach. Learn. Res., (2019)Online mirror descent and dual averaging: keeping pace in the dynamic case., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 3008-3017. PMLR, (2020)Searching for Optimal Per-Coordinate Step-sizes with Multidimensional Backtracking., , , and . CoRR, (2023)Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks, , , and . (2017)cite arxiv:1703.02930Comment: Extended abstract appeared in COLT 2017; the upper bound was presented at the 2016 ACM Conference on Data Science. This version includes all the proofs and a refinement of the upper bound, Theorem 6. 16 pages, 2 figures.