massOfai

Active Learning

AI/ML Fundamentals

Selectively labeling the most informative samples

What is Active Learning?

Models query oracle (annotator) for labels on examples that reduce uncertainty and improve learning efficiency.

Real-World Examples

  • Labeling ambiguous images first