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Making SGD Parameter-Free

May 04, 2022
Yair Carmon, Oliver Hinder

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An efficient nonconvex reformulation of stagewise convex optimization problems

Oct 27, 2020
Rudy Bunel, Oliver Hinder, Srinadh Bhojanapalli, Krishnamurthy, Dvijotham

* First and second authors made equal contribution. To appear in Neurips 2020 

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Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond

Jun 27, 2019
Oliver Hinder, Aaron Sidford, Nimit Sharad Sohoni

* 37 pages 

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