Algebraic Information Geometry for Learning Machines with Singularities.
Sumio WatanabePublished in: NIPS (2000)
Keyphrases
- learning machines
- information geometry
- fisher information
- information theory
- support vector
- ensemble learning
- model selection
- learning tasks
- training algorithm
- support vector machine
- pattern recognition
- generalization error
- vc dimension
- kernel machines
- learning algorithm
- learning problems
- sample complexity
- multi task learning
- machine learning
- multi task
- maximum likelihood
- dimensionality reduction
- active learning