Regularization by Early Stopping for Online Learning Algorithms.
Lorenzo RosascoAndrea TacchettiSilvia VillaPublished in: CoRR (2014)
Keyphrases
- early stopping
- learning algorithm
- active learning
- stochastic gradient descent
- boosting algorithms
- online learning
- online algorithms
- machine learning
- support vector machine
- supervised learning
- training examples
- loss function
- learning problems
- training data
- matrix factorization
- learning tasks
- learning process
- machine learning algorithms
- least squares
- feature extraction