Making the Last Iterate of SGD Information Theoretically Optimal-Reference-Cited by-同舟云学术

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Making the Last Iterate of SGD Information Theoretically Optimal

Published:2021-01 Issue:2 Volume:31 Page:1108-1130
ISSN:1052-6234
Container-title:SIAM Journal on Optimization
language:en
Short-container-title:SIAM J. Optim.

Author:

Jain Prateek,Nagaraj Dheeraj M.,Netrapalli Praneeth

Funder

Office of Naval Research

Massachusetts Institute of Technology

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Theoretical Computer Science,Software

Link

https://epubs.siam.org/doi/pdf/10.1137/19M128908X

Reference11 articles.

1. Optimization Methods for Large-Scale Machine Learning

2. Convex Optimization: Algorithms and Complexity

3. On the Generalization Ability of On-Line Learning Algorithms

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