Introduction to Machine Learning

Semi-Supervised Learning

Additional readings

• Semi-Supervised Learning, in Encyclopedia of Machine Learning, Jerry Zhu
• Combining Labeled and Unlabeled Data with Co-Training, Blum & Mitchell

What you should know after

• What semi-supervised learning is - i.e., what the inputs and outputs are
• Different types of algorithms
• Transductive SVM
• Co-training
• Graph-based methods