Maximin Active Learning with Data-Dependent Norms.
Mina KarzandRobert D. NowakPublished in: Allerton (2019)
Keyphrases
- data dependent
- active learning
- semi supervised
- rademacher complexity
- supervised learning
- learning algorithm
- upper bound
- generalization bounds
- machine learning
- training set
- risk bounds
- multiscale
- energy functional
- learning process
- feature selection
- data sets
- semi supervised learning
- generalization error
- hash functions
- sample complexity
- reproducing kernel hilbert space