Semi-Supervised Learning - Yousef's Notes
Semi-Supervised Learning

Semi-Supervised Learning

Uses datasets containing a small amount of labeled data and a larger amount of unlabeled data to improve learning performance.

#Goal

Same goal as supervised learning but with reduced cost (less labeling), and improved generalization leveraging the structure in unlabeled data to improve model performance.