Batch Bayesian Active Learning with Partial Batch Label Sampling

Kangping Hu, Stephen Mussmann

Over the past couple of decades, many active learning acquisition functions have been proposed, leaving practitioners with an unclear choice of which to use. Bayesian-based active…