Dropout-based Active Learning for Regression

Evgenii Tsymbalov, Maxim Panov, Alexander Shapeev

Active learning is relevant and challenging for high-dimensional regression models when the annotation of the samples is expensive. Yet most of the existing sampling methods cannot…