Scalable Batch Acquisition for Deep Bayesian Active Learning

Aleksandr Rubashevskii, Daria Kotova, Maxim Panov

In deep active learning, it is especially important to choose multiple examples to markup at each step to work efficiently, especially on large datasets. At the same time, existing…