bias diagnostics 1gradient descent estimation 1latent space models 1partial network observation 1social network analysis 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.ME2026
Local Information for Global Network Estimation in Latent Space Models
Lijia Wang, Xiao Han, Yanhui Wu +1
The paper develops a method to estimate latent space network models using only a single individual's limited local view of the network, employing projected gradient descent and int…
stat.ME2026
Neyman-Pearson and equal opportunity: when efficiency meets fairness in classification
Jianqing Fan, Xin Tong, Yanhui Wu +2
Organizations often rely on statistical algorithms to make socially and economically impactful decisions. We must address the fairness issues in these important automated decisions…