Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning: Examining Distributed and Centralized Stochastic Gradient Descent

Document Details

Document Type
Pub Defense Publication
Publication Date
May 01, 2020
Source ID
10.1109/msp.2020.2975212

Entities

People

  • Alex Olshevsky
  • Ioannis Ch. Paschalidis
  • Shi Pu

Organizations

  • Center for Scientific Review
  • National Science Foundation
  • Office of Naval Research
  • Shenzhen Research Institute of Big Data

Tags

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms
  • AI & ML - Neural Networks