Model selection for Discriminative Restricted Boltzmann Machines through meta-heuristic techniques.
João Paulo PapaGustavo H. RosaAparecido Nilceu MaranaWalter J. ScheirerDavid D. CoxPublished in: J. Comput. Sci. (2015)
Keyphrases
- model selection
- metaheuristic
- restricted boltzmann machine
- deep learning
- semi supervised
- unsupervised learning
- cross validation
- simulated annealing
- feature selection
- optimization problems
- hyperparameters
- conditional random fields
- search space
- genetic algorithm
- sample size
- machine learning
- parameter estimation
- learning algorithm
- statistical learning
- probabilistic graphical models
- gaussian process
- regression model
- particle swarm optimization
- optimal solution
- labeled data
- neural network
- active learning
- data mining
- convergence speed
- posterior distribution
- text classification
- reinforcement learning