Bayesian Active Learning with Fully Bayesian Gaussian Processes

Christoffer Riis, Francisco Antunes, Frederik Boe Hüttel +2

The bias-variance trade-off is a well-known problem in machine learning that only gets more pronounced the less available data there is. In active learning, where labeled data is s…