Optimal Rates for the Regularized Learning Algorithms under General Source Condition.
Abhishake RastogiSivananthan SampathPublished in: Frontiers Appl. Math. Stat. (2017)
Keyphrases
- learning algorithm
- special case
- supervised learning
- optimal solution
- dynamic programming
- efficient learning
- learning tasks
- sufficient conditions
- active learning
- machine learning
- data sets
- learning process
- artificial neural networks
- least squares
- training data
- feature selection
- machine learning algorithms
- closely related
- closed form
- optimal control