Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance

Neal Jean, Sang Michael Xie, Stefano Ermon

Neural Information Processing Systems 

Large amounts of labeled data are typically required to train deep learning models.