Open AccessAsynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees
Author(s) -
Vyacheslav Kungurtsev,
Malcolm Egan,
Bapi Chatterjee,
Dan Alistarh
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i9.16999
Subject(s) - computer science , subgradient method , asynchronous communication , artificial neural network , probabilistic logic , artificial intelligence , convergence (economics) , stochastic optimization , mathematical optimization , distributed computing , machine learning , mathematics , economics , economic growth , computer network