Maximum Likelihood Latent Space Embedding of Logistic Random Dot Product Graphs

no code implementations • 3 Oct 2015 • Luke O'Connor, Muriel Médard, Soheil Feizi

A latent space model of particular interest is the Random Dot Product Graph (RDPG), which can be fit using an efficient spectral method; however, this method is based on a heuristic that can fail, even in simple cases.

Clustering regression

Biclustering Using Message Passing

no code implementations • NeurIPS 2014 • Luke O'Connor, Soheil Feizi

Biclustering is the analog of clustering on a bipartite graph.

Clustering