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20152025
most citedConstrained Deep Learning using Conditional Gradient and Applications in Computer Vision

11 citations · 27 across the 18 of their papers we have counts for

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math.OC2017

A Deterministic Nonsmooth Frank Wolfe Algorithm with Coreset Guarantees

Sathya N. Ravi, Maxwell D. Collins, Vikas Singh

We present a new Frank-Wolfe (FW) type algorithm that is applicable to minimization problems with a nonsmooth convex objective. We provide convergence bounds and show that the sche…