Distributed Optimization on Stochastic Convex Optimization (σ = O(1), N = MKR)
1Convergence Rate BoundMiniBatch SGD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MiniBatch SGD2026.05 | 1 | 1 | |
| MiniBatch Accelerated SGD2026.05 | 1 | 1 | |
| Local SGD2026.05 | 1 | 1 | |
| SCAFFOLD2026.05 | 1 | 1 | |
| Local Momentum2026.05 | 1 | 1 | |
| Accelerated Outer SGD2026.05 | 1 | 1 | |
| Local SGD Lower bound2026.05 | 1 | 1 | |
| Local MixVR2026.05 | 1 | — |