Efficient Graph-Based Active Learning with Probit Likelihood via Gaussian Approximations

Kevin Miller, Hao Li, Andrea L. Bertozzi

We present a novel adaptation of active learning to graph-based semi-supervised learning (SSL) under non-Gaussian Bayesian models. We present an approximation of non-Gaussian distr…