Clustering Meets Implicit Generative Models.
Francesco LocatelloDamien VincentIlya O. TolstikhinGunnar RätschSylvain GellyBernhard SchölkopfPublished in: ICLR (Workshop) (2018)
Keyphrases
- generative model
- mixture model
- probabilistic model
- discriminative learning
- clustering method
- discriminative models
- k means
- conditional random fields
- hierarchical hidden markov models
- em algorithm
- clustering algorithm
- prior knowledge
- unsupervised learning
- representational power
- hidden variables
- data sets
- semi supervised
- data points
- topic models
- spectral clustering
- object categories
- latent dirichlet allocation
- graphical models
- dimensionality reduction
- object recognition
- maximum entropy principle
- similarity measure
- computer vision