works on
bias diagnostics 1gradient descent estimation 1latent space models 1partial network observation 1social network analysis 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…