A genetic algorithm evolves tree structures on a server, clients fit thresholds and labels locally, producing personalized federated trees that outperform local-only and DP-based baselines.
Dfedforest: Decentralized federated forest
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
other 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
other 1polarities
unclear 1representative citing papers
citing papers explorer
-
FedGA-Tree: Federated Decision Tree using Genetic Algorithm
A genetic algorithm evolves tree structures on a server, clients fit thresholds and labels locally, producing personalized federated trees that outperform local-only and DP-based baselines.