2 papers
cs.LG2025
Fairness-Aware Graph Representation Learning with Limited Demographic Information
Zichong Wang, Zhipeng Yin, Liping Yang +4
Ensuring fairness in Graph Neural Networks is fundamental to promoting trustworthy and socially responsible machine learning systems. In response, numerous fair graph learning meth…
math.PR2025
On the moderate deviation principles in the sparse multi-type ErdÅs Rényi random graph
Rui Yu, Wen Sun
This paper investigate the sparse multi-type ErdÅs Rényi random graphs studied in Söderberg~\cite{soderberg2002general} and also Bollobás et al.~\cite{bollobas2007phase}. Altho…