no code implementations • 26 Nov 2019 • Tony Gracious, Shubham Gupta, Arun Kanthali, Rui M. Castro, Ambedkar Dukkipati
These techniques are different for homogeneous and heterogeneous networks because heterogeneous networks can have multiple types of edges and nodes as opposed to a homogeneous network.
no code implementations • 11 Nov 2019 • Shubham Gupta, Gururaj K., Ambedkar Dukkipati, Rui M. Castro
Networks with node covariates offer two advantages to community detection methods, namely, (i) exploit covariates to improve the quality of communities, and more importantly, (ii) explain the discovered communities by identifying the relative importance of different covariates in them.
no code implementations • NeurIPS 2008 • Rui M. Castro, Charles Kalish, Robert Nowak, Ruichen Qian, Tim Rogers, Jerry Zhu
We investigate a topic at the interface of machine learning and cognitive science.