Approximate Cross-Validation for Structured Models.
Soumya GhoshWilliam T. StephensonTin D. NguyenSameer K. DeshpandeTamara BroderickPublished in: NeurIPS (2020)
Keyphrases
- cross validation
- model selection
- cross validated
- unseen data
- generalization error
- hyperparameters
- data sets
- variable selection
- data mining
- training set
- machine learning
- ls svm
- maximum likelihood
- mixture model
- parameter estimation
- sample size
- least squares
- prediction model
- support vector
- regularization parameter
- database