nghiapickup/semi-generative

Generative model for semi-supervised learning

Generative model for Semi-supervised learning

/GMM

supervised

• Gaussian Mixture model (GMM), derivative solution

semi-supervised

• GMM, EM algorithm

/MMM

supervised

• Multinomial Naive Bayes (MMM) for text, derivative solution
• Multinomial Naive Bayes (MMM) for text, derivative solution, many-to-one assumption

semi-supervised

• MMM for text, EM algorithm
• MMM for text, EM algorithm, many-to-one assumption (Nigam, Kamal, et al., 2000)