Search Results for author: Konstantin Prokopchik

Found 2 papers, 1 papers with code

A nonlinear diffusion method for semi-supervised learning on hypergraphs

no code implementations27 Mar 2021 Francesco Tudisco, Konstantin Prokopchik, Austin R. Benson

Hypergraphs are a common model for multiway relationships in data, and hypergraph semi-supervised learning is the problem of assigning labels to all nodes in a hypergraph, given labels on just a few nodes.

Nonlinear Higher-Order Label Spreading

1 code implementation8 Jun 2020 Francesco Tudisco, Austin R. Benson, Konstantin Prokopchik

Label spreading is a general technique for semi-supervised learning with point cloud or network data, which can be interpreted as a diffusion of labels on a graph.

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