Search Results for author: Ariel Kleiner

Found 2 papers, 1 papers with code

Sharpness-Aware Minimization for Efficiently Improving Generalization

11 code implementations ICLR 2021 Pierre Foret, Ariel Kleiner, Hossein Mobahi, Behnam Neyshabur

In today's heavily overparameterized models, the value of the training loss provides few guarantees on model generalization ability.

 Ranked #1 on Fine-Grained Image Classification on Food-101 (using extra training data)

Fine-Grained Image Classification Learning with noisy labels

Random Conic Pursuit for Semidefinite Programming

no code implementations NeurIPS 2010 Ariel Kleiner, Ali Rahimi, Michael. I. Jordan

We present a novel algorithm, Random Conic Pursuit, that solves semidefinite programs (SDPs) via repeated optimization over randomly selected two-dimensional subcones of the PSD cone.

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