Algebraic geometry of singular learning machines and symmetry of generalization and training errors.
Sumio WatanabePublished in: Neurocomputing (2005)
Keyphrases
- learning machines
- algebraic geometry
- training algorithm
- support vector
- ensemble learning
- model selection
- support vector machine
- learning tasks
- learning algorithm
- pattern recognition
- learning problems
- vc dimension
- polynomial equations
- cross validation
- neural network
- set theory
- supervised learning
- training process
- back propagation
- upper bound
- multi task learning