Nonconvex Global Optimization for Latent-Variable Models.
Matthew R. GormleyJason EisnerPublished in: ACL (1) (2013)
Keyphrases
- global optimization
- latent variable models
- latent variables
- real valued
- particle swarm optimization
- hidden variables
- hidden markov models
- global search
- search capabilities
- latent dirichlet allocation
- pso algorithm
- learning problems
- probabilistic model
- posterior distribution
- discriminative learning
- latent space
- genetic algorithm
- generative model
- markov random field
- prior knowledge