Automated Symmetry Breaking and Model Selection in Conjure.
Ozgur AkgunAlan M. FrischIan P. GentBilal Syed HussainChristopher JeffersonLars KotthoffIan MiguelPeter NightingalePublished in: CP (2013)
Keyphrases
- model selection
- symmetry breaking
- cross validation
- constraint programming
- hyperparameters
- sample size
- machine learning
- parameter estimation
- search tree
- feature selection
- variable selection
- regression model
- model selection criteria
- global constraints
- statistical inference
- integer linear programming
- constraint satisfaction problems
- mixture model
- selection criterion
- graph coloring
- symmetry breaking constraints
- parameter determination
- marginal likelihood
- simulated annealing
- gaussian process
- constraint satisfaction
- automatic model selection
- closed form