Improved sample complexity estimates for statistical learning control of uncertain systems.
Vladimir KoltchinskiiChaouki T. AbdallahMarco AriolaPeter DoratoDmitry PanchenkoPublished in: IEEE Trans. Autom. Control. (2000)
Keyphrases
- statistical learning
- sample complexity
- supervised learning
- information theory
- theoretical analysis
- learning algorithm
- statistical learning theory
- learning problems
- upper bound
- support vector
- model selection
- semi supervised learning
- special case
- feature vectors
- pairwise
- feature extraction
- vc dimension
- machine learning