Knowledge Matters: Importance of Prior Information for Optimization
Çaglar GülçehreYoshua BengioPublished in: ICLR (2013)
Keyphrases
- prior information
- prior knowledge
- learning systems
- domain knowledge
- optimization algorithm
- neural network
- expert systems
- knowledge discovery
- bayesian inference
- knowledge acquisition
- background knowledge
- prior models
- constrained optimization
- hyperparameters
- optimization problems
- knowledge representation
- optimization method
- higher level
- shape prior
- optimization process
- decision trees
- global information
- prior model
- genetic algorithm