Cut layer position barely affects SFL-V1 accuracy but strongly changes SFL-V2 accuracy, with early splits usually best and often beating FedAvg.
S.; Chen, R.; Mela, T.; Olshevsky, A.; Paschalidis, I
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DC 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
The Impact of Cut Layer Selection in Split Federated Learning
Cut layer position barely affects SFL-V1 accuracy but strongly changes SFL-V2 accuracy, with early splits usually best and often beating FedAvg.