On the Curse of Dimensionality in Supervised Learning of Smooth Regression Functions.
Elia LiitiäinenFrancesco CoronaAmaury LendassePublished in: Neural Process. Lett. (2011)
Keyphrases
- supervised learning
- unsupervised learning
- reinforcement learning
- model selection
- semi supervised
- regression model
- training set
- unlabeled data
- real valued functions
- supervised machine learning
- regression problems
- regression analysis
- gaussian processes
- statistical learning
- linear regression
- learning problems
- learning tasks
- information retrieval
- training data
- labeled data
- least squares
- learning process
- learning machines
- feature space
- partial least squares
- simple linear
- image segmentation