On the Consistency of Graph-based Bayesian Learning and the Scalability of Sampling Algorithms

Nicolas Garcia Trillos, Zachary Kaplan, Thabo Samakhoana +1

A popular approach to semi-supervised learning proceeds by endowing the input data with a graph structure in order to extract geometric information and incorporate it into a Bayesi…