Topology of Conceptual Representations in Unsupervised Generative Models.
Serge DolgikhPublished in: IVUS (2021)
Keyphrases
- generative model
- semi supervised
- probabilistic model
- unsupervised learning
- mixture model
- discriminative learning
- discriminative models
- prior knowledge
- deep belief networks
- semi supervised learning
- hierarchical hidden markov models
- latent dirichlet allocation
- supervised learning
- em algorithm
- object categories
- maximum entropy principle
- representational power
- active learning
- topic models
- conditional random fields
- generative and discriminative models
- labeled data
- machine learning
- expectation maximization
- information extraction
- object recognition
- learning algorithm
- information retrieval