504 citations · 2k across the 109 of their papers we have counts for
4 papers · 2 filters
Manifold Matching using Shortest-Path Distance and Joint Neighborhood Selection
Cencheng Shen, Joshua T. Vogelstein, Carey E. Priebe
Matching datasets of multiple modalities has become an important task in data analysis. Existing methods often rely on the embedding and transformation of each single modality with…
Covariate-assisted spectral clustering
Norbert Binkiewicz, Joshua T. Vogelstein, Karl Rohe
Biological and social systems consist of myriad interacting units. The interactions can be represented in the form of a graph or network. Measurements of these graphs can reveal th…
Graph Matching: Relax at Your Own Risk
Vince Lyzinski, Donniell Fishkind, Marcelo Fiori +3
Graph matching---aligning a pair of graphs to minimize their edge disagreements---has received wide-spread attention from both theoretical and applied communities over the past sev…
Seeded Graph Matching Via Joint Optimization of Fidelity and Commensurability
Heather Patsolic, Sancar Adali, Joshua T. Vogelstein +4
We present a novel approximate graph matching algorithm that incorporates seeded data into the graph matching paradigm. Our Joint Optimization of Fidelity and Commensurability (JOF…