Keyphrases
- optimization model
- generalization bounds
- data dependent
- optimization process
- upper bound
- learning theory
- construction project
- generalization ability
- multi class
- ranking algorithm
- model selection
- vc dimension
- lower bound
- pac bayes
- network flow
- decision making
- statistical learning theory
- real valued functions
- machine learning
- learning problems
- portfolio management
- learning machines
- portfolio selection
- sensor placement
- data sets
- worst case
- support vector
- discriminative learning
- learning algorithm