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…
econ.TH2025
Degree-Weighted Social Learning
Chen Cheng, Xiao Han, Xin Tong +2
We study social learning in which agents weight neighbors' opinions differently based on their degrees, capturing situations in which agents place more trust in well-connected indi…