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Stochastic Optimization Convergence on Theoretical Analysis
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Convergence Rate Bound
D-PSGD
0.95
0.975
1
1.025
Mar 2, 2026
Convergence Rate Bound
Updated 1mo ago
Evaluation Results
Method
Method
Links
Convergence Rate Bound
D-PSGD
Communication=none, As...
2026.03
1
CHOCO-SGD
Communication=A, Assum...
2026.03
1
SQuARM-SGD
Communication=A, Assum...
2026.03
1
DFedSAM
Communication=B, Assum...
2026.03
1
EL
Communication=B, Assum...
2026.03
1
DCD-PSGD
Communication=A, Assum...
2026.03
1
BEER
Communication=A, Assum...
2026.03
1
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