Momentum-based async SGD achieves optimal convergence rates for data-dependent delays without biasing updates toward simpler samples.
Adaptive braking for mitigating gradient delay.arXiv preprint arXiv:2007.01397
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Bringing Order to Asynchronous SGD: Towards Optimality under Data-Dependent Delays with Momentum
Momentum-based async SGD achieves optimal convergence rates for data-dependent delays without biasing updates toward simpler samples.