Semi-Supervised Learning

Generative

Transductive / Graph-Based

Disagreement-Based

Weakly-Supervised Learning

Crowdsourcing / Learning with Noisy Labels

Multiple Instance Learning

Posterior Regularization

Bootstrapping

Data Programming

Transfer Learning / Unsupervised Pre-Training

Domain Adaptation / Cross-Lingual Learning

Multi-Task Learning

Unsupervised Pre-Training