Multi-penalty regularization in learning theory.
Abhishake RastogiSivananthan SampathPublished in: J. Complex. (2016)
Keyphrases
- learning theory
- reproducing kernel hilbert space
- computational learning theory
- generalization bounds
- instructional design
- bregman divergences
- penalty term
- concept classes
- objective function
- empirical risk minimization
- pac learning
- learning theories
- decision trees
- theoretical computer science
- widely applicable
- uniform convergence
- regularization term
- collaborative learning
- automata theory