Search Results for author: Benjamin D. Pedigo

Found 5 papers, 4 papers with code

Graph Matching via Optimal Transport

1 code implementation9 Nov 2021 Ali Saad-Eldin, Benjamin D. Pedigo, Carey E. Priebe, Joshua T. Vogelstein

The graph matching problem seeks to find an alignment between the nodes of two graphs that minimizes the number of adjacency disagreements.

Graph Matching

AutoGMM: Automatic and Hierarchical Gaussian Mixture Modeling in Python

1 code implementation6 Sep 2019 Thomas L. Athey, Tingshan Liu, Benjamin D. Pedigo, Joshua T. Vogelstein

Background: Gaussian mixture modeling is a fundamental tool in clustering, as well as discriminant analysis and semiparametric density estimation.

Clustering Density Estimation

GraSPy: Graph Statistics in Python

2 code implementations29 Mar 2019 Jaewon Chung, Benjamin D. Pedigo, Eric W. Bridgeford, Bijan K. Varjavand, Hayden S. Helm, Joshua T. Vogelstein

We introduce GraSPy, a Python library devoted to statistical inference, machine learning, and visualization of random graphs and graph populations.

BIG-bench Machine Learning

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