Clustering Meets Implicit Generative Models.
Francesco LocatelloDamien VincentIlya O. TolstikhinGunnar RätschSylvain GellyBernhard SchölkopfPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- clustering algorithm
- hierarchical hidden markov models
- em algorithm
- k means
- discriminative models
- unsupervised learning
- clustering method
- hidden variables
- semi supervised
- conditional random fields
- prior knowledge
- topic models
- maximum entropy principle
- generative and discriminative models
- spectral clustering
- object categories
- expectation maximization
- representational power
- deep belief networks
- document clustering
- latent dirichlet allocation