Federated Dropout's convergence slowdown is tied to a gamma/(1-gamma) gradient-variance term, and dropout rate and bandwidth can be jointly optimized to shorten training latency.
Framework and overall objectives of the future development of imt for 2030 and beyond,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Federated Dropout: Convergence Analysis and Resource Allocation
Federated Dropout's convergence slowdown is tied to a gamma/(1-gamma) gradient-variance term, and dropout rate and bandwidth can be jointly optimized to shorten training latency.