Towards Computationally Feasible Deep Active Learning

Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin +5

Active learning (AL) is a prominent technique for reducing the annotation effort required for training machine learning models. Deep learning offers a solution for several essentia…