blockmodels.md

Block Models

• Block-Structure Based Time-Series Models For Graph Sequences (Arxiv 2018)

  • Mehrnaz Amjadi and Theja Tulabandhula
  • [Paper]
  • [Python Reference]

• Community Detection in Bipartite Networks with Stochastic Blockmodels (Arxiv 2018)

  • Tzu-Chi Yen and Daniel B. Larremore
  • [Paper]
  • [Python Reference]

• Community Detection and Stochastic Block Models: Recent Developments (JMLR 2017)

  • Emmanuel Abbe
  • [Paper]

• Covariate Regularized Community Detection in Sparse Graphs (Arxiv 2016)

  • Bowei Yan, Purnamrita Sarkar
  • [Paper]
  • [Matlab Reference]

• Efficient Monte Carlo and Greedy Heuristic for the Inference of Stochastic Block Models (Phys. Rev. E 2014)

  • Tiago P. Peixoto
  • [Paper]
  • [Python Reference]

• Accurate Community Detection in the Stochastic Block Model via Spectral Algorithms (Arxiv 2014)

  • Se-Young Yun, Alexandre Proutiere
  • [Paper]
  • [R Reference]

• Efficiently Inferring Community Structure in Bipartite Networks (Arxiv 2014)

  • Daniel B. Larremore, Aaron Clauset, Abigail Z. Jacobs
  • [Paper]
  • [Python Reference]

• Co-Clustering for Directed Graphs: the Stochastic Co-Blockmodel and Spectral Algorithm Di-Sim (ArXiv 2012)

  • Karl Rohe, Tai Qin, and Bin Yu
  • [Paper]
  • [R Reference]

• Asymptotic Analysis of the Stochastic Block Model for Modular Networks and its Algorithmic Applications (Physical Review 2011)

  • Aurelien Decelle, Florent Krzakala, Cristopher Moore, and Lenka Zdeborova
  • [Paper]
  • [C++ Reference]