Probabilistic Constraint Programming for Parameters Optimisation of Generative Models.
Massimiliano ZaninMarco CorreiaPedro A. C. SousaJorge CruzPublished in: EPIA (2015)
Keyphrases
- generative model
- constraint programming
- probabilistic model
- expectation maximization
- combinatorial problems
- constraint satisfaction problems
- mixture model
- constraint satisfaction
- constraint propagation
- posterior probability
- global constraints
- em algorithm
- symmetry breaking
- search strategies
- maximum likelihood
- discriminative models
- conditional random fields
- semi supervised
- discriminative learning
- maximum entropy principle
- prior knowledge
- topic models
- hierarchical hidden markov models
- latent variables
- semi supervised learning
- clustering algorithm
- generative and discriminative models