Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD

Matthew Faw, Litu Rout, Constantine Caramanis, Sanjay Shakkottai. Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 89-160, PMLR, 2023. [doi]

Authors

Matthew Faw

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Litu Rout

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Constantine Caramanis

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Sanjay Shakkottai

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