ENTITY
DSGD
DSGD
PulseAugur coverage of DSGD — every cluster mentioning DSGD across labs, papers, and developer communities, ranked by signal.
Total · 30d
2
2 over 90d
Releases · 30d
0
0 over 90d
Papers · 30d
2
2 over 90d
TIER MIX · 90D
TOPICS
SENTIMENT · 30D
1 day(s) with sentiment data
RECENT · PAGE 1/1 · 2 TOTAL
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New DPA algorithm improves decentralized deep learning on heterogeneous data
Researchers have introduced Decentralized Primal Averaging (DPA), a new algorithm designed for training deep learning models across networks where data is kept local to each agent. DPA addresses the challenge of data he…
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SGD and DSGD show optimal convergence with heavy-tailed noise · 3 sources tracked
Researchers have investigated the effectiveness of Stochastic Gradient Descent (SGD) and its decentralized variant (DSGD) when dealing with heavy-tailed noise, a common issue in machine learning. A new paper demonstrate…