On the entropy numbers of the mixed smoothness function classes.
Vladimir N. TemlyakovPublished in: J. Approx. Theory (2017)
Keyphrases
- function classes
- data dependent
- vc dimension
- information theoretic
- information theory
- mutual information
- agnostic learning
- real valued functions
- cost function
- generalization bounds
- special case
- sample complexity
- reproducing kernel hilbert space
- linear functions
- learning problems
- ranking algorithm
- objective function
- pairwise
- lower bound