2 papers
cs.SI2026
Exact Label Recovery in Euclidean Random Graphs
Julia Gaudio, Charlie Guan, Xiaochun Niu +1
In this paper, we propose a family of label recovery problems on weighted Euclidean random graphs. The vertices of a graph are embedded in according to a Poisson poi…
cs.GT2025
Incentive Analysis for Agent Participation in Federated Learning
Lihui Yi, Xiaochun Niu, Ermin Wei
Federated learning offers a decentralized approach to machine learning, where multiple agents collaboratively train a model while preserving data privacy. In this paper, we investi…