Mu, C., Mele, A., Hao, L., Cape, J., Athreya, A., & Priebe, C. E. (2022). On Spectral Algorithms for Community Detection in Stochastic Blockmodel Graphs with Vertex Covariates. IEEE Transactions on Network Science and Engineering. [Paper] [Preprint]
- For implementation of our algorithms, check algorithm.R.
- For examples using our algorithms, check example.R and demo.html.
- For simulations in the paper, check Chernoff.R and simulation.R.
- For real data experiments in the paper, check realdata.R.
- For implementation of covariate assisted spectral clustering, see rCASC.
- For implementation of pairwise covariates-adjusted stochastic block model, see PCABM.