Prefer a chat interface with context about you and your work?
Nonparametric Bayesian label prediction on a large graph using truncated Laplacian regularization
This article describes an implementation of a nonparametric Bayesian approach to solving binary classification problems on graphs. We consider a hierarchical Bayesian approach with a prior that is constructed by truncating a series expansion of the soft label function using the graph Laplacian eigenfunctions as basisfunctions. We compare our truncated …