Fast Cross-Validation for Incremental Learning.
Pooria JoulaniAndrás GyörgyCsaba SzepesváriPublished in: IJCAI (2015)
Keyphrases
- incremental learning
- cross validation
- model selection
- incremental learning algorithm
- hyperparameters
- variable selection
- generalization error
- training set
- support vector
- regression problems
- regularization parameter
- cross validated
- batch learning
- fuzzy artmap
- error estimates
- supervised learning
- unseen data
- information criterion
- learning process
- iterative learning
- data mining
- batch mode
- neural network
- machine learning