Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Distributed Optimization on Stochastic Convex Optimization (σ = O(1), N = MKR)
Loading...
1
Convergence Rate Bound
MiniBatch SGD
0.95
0.975
1
1.025
May 31, 2026
Convergence Rate Bound
Minimum Achievable Error (R_min)
Updated 1d ago
Evaluation Results
Method
Method
Links
Convergence Rate Bound
Minimum Achievable Error (R_min)
MiniBatch SGD
2026.05
1
1
MiniBatch Accelerated SGD
2026.05
1
1
Local SGD
2026.05
1
1
SCAFFOLD
2026.05
1
1
Local Momentum
2026.05
1
1
Accelerated Outer SGD
2026.05
1
1
Local SGD Lower bound
2026.05
1
1
Local MixVR
2026.05
1
-
Feedback
Search any
task
Search any
task