Open AccessDemystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
Author(s) -
Jiayi Wang,
Shiqiang Wang,
RongRong Chen,
Mingyue Ji
Publication year - 2022
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.v36i8.20832
Subject(s) - convergence (economics) , upper and lower bounds , computer science , regular polygon , function (biology) , local convergence , mathematical optimization , mathematics , algorithm , economics , biology , mathematical analysis , geometry , iterative method , evolutionary biology , economic growth
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