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stat.ME2025
Fitting networks with a cancellation trick
Jiashun Jin, Jingming Wang
The degree-corrected block model (DCBM), latent space model (LSM), and -model are all popular network models. We combine their modeling ideas and propose the logit-DCBM as a new…
stat.ME2024
Optimal Network Pairwise Comparison
Jiashun Jin, Zheng Tracy Ke, Shengming Luo +1
We are interested in the problem of two-sample network hypothesis testing: given two networks with the same set of nodes, we wish to test whether the underlying Bernoulli probabili…