Theory and Algorithms for the Localized Setting of Learning Kernels.
Yunwen LeiAlexander BinderÜrün DoganMarius KloftPublished in: FE@NIPS (2015)
Keyphrases
- learning algorithm
- learning process
- noise tolerant
- machine learning algorithms
- reinforcement learning
- computational complexity
- learning tasks
- data structure
- multiple kernel
- mathematical foundations
- learning problems
- learning models
- supervised learning
- worst case
- optimization problems
- knowledge acquisition
- unsupervised learning
- computationally efficient
- kernel machines
- automatically learned
- data sets
- theoretical framework
- benchmark datasets
- computational cost
- active learning
- training set
- lower bound
- training data
- machine learning