EFF-DVP extends FF-DVP to multiple sensitive attributes with parallel demographic prompts and claims that larger causal effects of an attribute on the label predict smaller fairness improvements.
Advances and open problems in federated learning,
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
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
Towards Group Fairness with Multiple Sensitive Attributes in Federated Foundation Models
EFF-DVP extends FF-DVP to multiple sensitive attributes with parallel demographic prompts and claims that larger causal effects of an attribute on the label predict smaller fairness improvements.