FedNAM+ couples Neural Additive Models with a gradient-based Dynamic Level Adjustment scheme for uncertainty in federated learning, but the coverage guarantee is not established.
Neural additive models: Interpretable machine learning with neural nets
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
method 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
REJECT 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
-
Decoding Federated Learning: The FedNAM+ Conformal Revolution
FedNAM+ couples Neural Additive Models with a gradient-based Dynamic Level Adjustment scheme for uncertainty in federated learning, but the coverage guarantee is not established.