Search Results for author: Vamsi Pingali

Found 1 papers, 0 papers with code

Stability of SGD: Tightness Analysis and Improved Bounds

no code implementations10 Feb 2021 Yikai Zhang, Wenjia Zhang, Sammy Bald, Vamsi Pingali, Chao Chen, Mayank Goswami

This raises the question: is the stability analysis of [18] tight for smooth functions, and if not, for what kind of loss functions and data distributions can the stability analysis be improved?

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