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20122025
most citedProjected Subgradient Methods for Learning Sparse Gaussians

129 citations · 311 across the 9 of their papers we have counts for

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math.OC2016★ 53 cited

Accelerated Methods for Non-Convex Optimization

Yair Carmon, John C. Duchi, Oliver Hinder +1

We present an accelerated gradient method for non-convex optimization problems with Lipschitz continuous first and second derivatives. The method requires time $O(ε^{-7/4} \log(1/…