Piecewise Convex Function Estimation: Representations, Duality and Model Selection.
Kurt S. RiedelPublished in: CoRR (2018)
Keyphrases
- model selection
- convex functions
- parameter estimation
- error estimation
- cross validation
- piecewise linear
- selection criterion
- hyperparameters
- mixture model
- regression model
- linear program
- statistical inference
- machine learning
- variable selection
- information criterion
- model selection criteria
- linear programming
- convex programming
- marginal likelihood
- feature selection
- convex sets
- primal dual
- density estimation
- objective function
- gaussian process
- reinforcement learning
- parameter determination