Search Results for author: Prakash Balachandran

Found 2 papers, 1 papers with code

Think Locally, Act Locally: The Detection of Small, Medium-Sized, and Large Communities in Large Networks

1 code implementation15 Mar 2014 Lucas G. S. Jeub, Prakash Balachandran, Mason A. Porter, Peter J. Mucha, Michael W. Mahoney

In this paper, we adopt a complementary perspective that "communities" are associated with bottlenecks of locally-biased dynamical processes that begin at seed sets of nodes, and we employ several different community-identification procedures (using diffusion-based and geodesic-based dynamics) to investigate community quality as a function of community size.

Social and Information Networks Disordered Systems and Neural Networks Combinatorics Adaptation and Self-Organizing Systems Physics and Society

Inference of Network Summary Statistics Through Network Denoising

no code implementations1 Oct 2013 Prakash Balachandran, Edoardo Airoldi, Eric Kolaczyk

Consider observing an undirected network that is `noisy' in the sense that there are Type I and Type II errors in the observation of edges.


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