Active Learning for Gaussian Process Regression Under Self-Induced Boltzmann Weights

Jixiang Qing, Henry Moss, Matthias Sachs

We consider the active learning problem where the goal is to learn an unknown function with low prediction error under an unknown Boltzmann distribution induced by the function its…