1 code implementation • 21 Sep 2021 • Elisabeth Roesch, Joe G. Greener, Adam L. MacLean, Huda Nassar, Christopher Rackauckas, Timothy E. Holy, Michael P. H. Stumpf
Increasing emphasis on data and quantitative methods in the biomedical sciences is making biological research more computational.
no code implementations • 17 Nov 2020 • Charles Colley, Huda Nassar, David Gleich
This theorem implies low rank structure ought to be present in the iterates of tensor power methods on Kronecker products.
no code implementations • 21 Sep 2018 • Huda Nassar, Georgios Kollias, Ananth Grama, David F. Gleich
While there are a large number of effective techniques for pairwise problems with two networks that scale in terms of edges, these cannot be readily extended to align multiple networks as the computational complexity will tend to grow exponentially with the number of networks. In this paper we introduce a new multiple network alignment algorithm and framework that is effective at aligning thousands of networks with thousands of nodes.