A Deep Generative Model for Semi-Supervised Classification with Noisy Labels.
Maxime LangevinEdouard MehlmanJeffrey RegierRomain LopezMichael I. JordanNir YosefPublished in: CoRR (2018)
Keyphrases
- generative model
- semi supervised classification
- semi supervised
- pairwise constraints
- semi supervised learning
- pairwise
- labeled data
- unlabeled data
- parameter learning
- bayesian framework
- probabilistic model
- em algorithm
- conditional random fields
- supervised learning
- class labels
- prior knowledge
- co training
- training examples
- training data
- unsupervised learning
- active learning
- labeled and unlabeled data
- topic models
- spectral clustering
- gaussian process
- multi view
- object recognition
- multi label
- latent variables
- data representation
- supervised classification
- graphical models