Fine-tuning Deep Belief Networks using Harmony Search.
João Paulo PapaWalter J. ScheirerDavid Daniel CoxPublished in: Appl. Soft Comput. (2016)
Keyphrases
- fine tuning
- harmony search
- deep belief networks
- harmony search algorithm
- deep learning
- unsupervised learning
- metaheuristic
- genetic algorithm
- differential evolution
- probabilistic model
- restricted boltzmann machine
- simulated annealing algorithm
- hierarchical models
- optimization algorithm
- bp neural network
- generative model
- machine learning
- optimization method
- hill climbing
- sparse coding
- simulated annealing
- supervised learning
- optimization problems
- approximate inference
- pairwise
- multi objective
- learning algorithm
- particle swarm optimization
- image classification
- convergence speed
- rbf neural network
- semi supervised
- higher order
- search algorithm
- prior knowledge
- probabilistic inference
- fitness function
- sparse representation
- natural images