53 citations · 178 across the 24 of their papers we have counts for
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math.OC2020★ 4 cited
An efficient nonconvex reformulation of stagewise convex optimization problems
Rudy Bunel, Oliver Hinder, Srinadh Bhojanapalli +2
Convex optimization problems with staged structure appear in several contexts, including optimal control, verification of deep neural networks, and isotonic regression. Off-the-she…
math.OC2020★ 1 cited
A generic adaptive restart scheme with applications to saddle point algorithms
Oliver Hinder, Miles Lubin
We provide a simple and generic adaptive restart scheme for convex optimization that is able to achieve worst-case bounds matching (up to constant multiplicative factors) optimal r…