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Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions
We consider the standard model of distributed optimization of a sum of functions [Formula: see text] , where node i in a network holds the function f(i)(z). We allow for a harsh network model characterized by asynchronous updates, message delays, unpredictable message losses, and directed communicat...
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| 出版年: | J Mach Learn Res |
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| 主要な著者: | , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
2020
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| 主題: | |
| オンライン･アクセス: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7520166/ https://ncbi.nlm.nih.gov/pubmed/32989377 |
| タグ: |
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