118 citations · 1.3k across the 129 of their papers we have counts for
3 papers · 2 filters
Detecting Time-dependent Structure in Network Data via a New Class of Latent Process Models
Lucy F. Robinson, Carey E. Priebe
We introduce a new class of latent process models for dynamic relational network data with the goal of detecting time-dependent structure. Network data are often observed over time…
Bayesian Vertex Nomination
Dominic S. Lee, Carey E. Priebe
Consider an attributed graph whose vertices are colored green or red, but only a few are observed to be red. The color of the other vertices is unobserved. Typically, the unknown t…
Consistent adjacency-spectral partitioning for the stochastic block model when the model parameters are unknown
Donniell E. Fishkind, Daniel L. Sussman, Minh Tang +2
For random graphs distributed according to a stochastic block model, we consider the inferential task of partioning vertices into blocks using spectral techniques. Spectral partion…