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stat.ME2022
Multivariate distance matrix regression for a manifold-valued response variable
Matt Ryan, Gary Glonek, Melissa Humphries +1
In this paper, we propose the use of geodesic distances in conjunction with multivariate distance matrix regression, called geometric-MDMR, as a powerful first step analysis method…
stat.ME2020
Simulating Name-like Vectors for Testing Large-scale Entity Resolution
Samudra Herath, Matthew Roughan, Gary Glonek
Accurate and efficient entity resolution (ER) has been a problem in data analysis and data mining projects for decades. In our work, we are interested in developing ER methods to h…