1 code implementation • 27 Apr 2022 • Philip Chodrow, Nicole Eikmeier, Jamie Haddock
Spectral methods offer a tractable, global framework for clustering in graphs via eigenvector computations on graph matrices.
no code implementations • 2 Jan 2020 • Miju Ahn, Nicole Eikmeier, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Kathryn Leonard, Deanna Needell, R. W. M. A. Madushani, Elena Sizikova, Chuntian Wang
There is currently an unprecedented demand for large-scale temporal data analysis due to the explosive growth of data.
1 code implementation • 11 Sep 2017 • Arjun S. Ramani, Nicole Eikmeier, David F. Gleich
Common models for random graphs, such as Erd\H{o}s-R\'{e}nyi and Kronecker graphs, correspond to generating random adjacency matrices where each entry is non-zero based on a large matrix of probabilities.
Social and Information Networks Discrete Mathematics Combinatorics