Encyclopedia · 187 concepts

Core ML Concepts · intermediate · concept 26 of 187

Semi-Supervised Learning

A hybrid approach using a small amount of labeled data with a large amount of unlabeled data. Leverages the structure in unlabeled data to improve learning, practical when labeling is expensive.

Key terms

Pseudo-labelsSelf-trainingConsistency regularization