Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data

Colin Wei, Kendrick Shen, Yining Chen +1

Self-training algorithms, which train a model to fit pseudolabels predicted by another previously-learned model, have been very successful for learning with unlabeled data using ne…