Zeroth-order optimization on Smooth non-convex functions
-1Convergence Rate (CN)Ghadimi and Lan
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ghadimi and LanFully asynchronous=✗, Adversary resilience=✗, Technique=SGD2026.05 | -1 | — | |
| Lian et al.Fully asynchronous=✓, Adversary resilience=✗, Technique=SGD2026.05 | -1 | — | |
| Lian et al.Fully asynchronous=✓, Adversary resilience=✗, Technique=FDS-SGD2026.05 | -1 | — | |
| Liu et al.Fully asynchronous=✗, Adversary resilience=✗, Technique=RDS-SignSGD2026.05 | -1 | — | |
| Bhavsar and PrashanthFully asynchronous=✗, Adversary resilience=✗, Technique=SGD2026.05 | -1 | -1 | |
| Egger et al.Fully asynchronous=✗, Adversary resilience=✓, Technique=SGD2026.05 | -1 | — | |
| FAR-SIGNFully asynchronous=✓, Adversary resilience=✓, Technique=FDS-SignSGD2026.05 | -1 | -1 |