Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures.
James BergstraDaniel YaminsDavid D. CoxPublished in: ICML (1) (2013)
Keyphrases
- computational model
- statistical model
- high level
- management system
- probabilistic model
- mathematical model
- objective function
- search algorithm
- formal model
- conceptual model
- experimental data
- cost function
- artificial intelligence
- hidden markov models
- theoretical framework
- image processing
- computer vision
- optimization method
- genetic algorithm
- real time