Learning curves and bootstrap estimates for inference with Gaussian processes: A statistical mechanics study.
Dörthe MalzahnManfred OpperPublished in: Complex. (2003)
Keyphrases
- learning curves
- gaussian processes
- statistical mechanics
- learning curve
- gaussian process
- average case
- random graphs
- information theory
- learning algorithm
- hyperparameters
- bayesian inference
- power law
- approximate inference
- probabilistic inference
- cross validation
- model selection
- level set
- support vector
- bayesian networks
- image segmentation
- decision trees
- feature selection