On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search.
João P. PapaGustavo Henrique RosaKelton A. P. CostaNilceu A. MaranaWalter J. ScheirerDavid Daniel CoxPublished in: GECCO (Companion) (2015)
Keyphrases
- model selection
- harmony search
- restricted boltzmann machine
- mixture model
- metaheuristic
- deep learning
- differential evolution
- cross validation
- genetic algorithm
- optimization algorithm
- bp neural network
- optimization method
- unsupervised learning
- hyperparameters
- learning algorithm
- regression model
- conditional random fields
- probabilistic graphical models
- semi supervised
- parameter estimation
- optimization problems
- feature selection
- gaussian process
- machine learning
- statistical learning
- loopy belief propagation
- artificial neural networks
- search space
- evolutionary algorithm
- belief propagation
- graphical models
- exponential family
- transfer learning
- particle swarm optimization