LNTrust has nodes learn compact trust functions from validation evidence that both guide training distillation and define deployment ensembles, yielding higher accuracy with less communication than prior output-only baselines.
Reddi, Sebastian U
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Learned Neighbor Trust for Collaborative Deployment in Model-Agnostic Decentralized Learning
LNTrust has nodes learn compact trust functions from validation evidence that both guide training distillation and define deployment ensembles, yielding higher accuracy with less communication than prior output-only baselines.