Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model

Wenbo Gong, Sebastian Tschiatschek, Richard Turner +3

In this paper we introduce the ice-start problem, i.e., the challenge of deploying machine learning models when only little or no training data is initially available, and acquirin…