Effective Version Space Reduction for Convolutional Neural Networks

Jiayu Liu, Ioannis Chiotellis, Rudolph Triebel +1

In active learning, sampling bias could pose a serious inconsistency problem and hinder the algorithm from finding the optimal hypothesis. However, many methods for neural networks…