ManifoldBoost: stagewise function approximation for fully-, semi- and un-supervised learning.
Nicolas LoeffDavid A. ForsythDeepak RamachandranPublished in: ICML (2008)
Keyphrases
- function approximation
- supervised learning
- reinforcement learning
- learning tasks
- temporal difference
- unsupervised learning
- temporal difference learning
- temporal difference learning algorithms
- learning problems
- learning algorithm
- machine learning
- training data
- model free
- function approximators
- active learning
- markov decision processes
- radial basis function
- optimal policy
- state space
- temporal difference methods
- mackey glass
- labeled data
- training set
- least squares
- class labels
- text categorization
- high dimensional
- training samples
- semi supervised learning
- transfer learning
- dynamic programming
- e learning
- multi label
- training examples