Introduction to Semi-Supervised Learning - Xiaojin Zhu, Andrew B. Goldberg(2009)
Synthesis Lectures on Artificial Intelligence and Machine Learning 【keywords】semi-supervised learning, transductive learning, self-training,Gaussianmixturemodel, expectation maximization (EM), cluster-then-label, co-training, multiview learning, mincut,harmonic function, label propagation,manifold regularization, semi-supervised support vector machines (S3VM), transductive support vector machines (TSVM), en- tropy regularization, human semi-supervised learning