Graph-Based Uncertainty-Aware Self-Training with Stochastic Node Labeling

Tom Liu, Anna Wu, Chao Li

Self-training has become a popular semi-supervised learning technique for leveraging unlabeled data. However, the over-confidence of pseudo-labels remains a key challenge. In this…