Search Results for author: Nicole Eikmeier

Found 3 papers, 2 papers with code

Nonbacktracking spectral clustering of nonuniform hypergraphs

1 code implementation27 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.

Clustering

Coin-flipping, ball-dropping, and grass-hopping for generating random graphs from matrices of edge probabilities

1 code implementation11 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

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