Random Features for Kernel Approximation: A Survey in Algorithms, Theory, and Beyond.
Fanghui LiuXiaolin HuangYudong ChenJohan A. K. SuykensPublished in: CoRR (2020)
Keyphrases
- computational complexity
- benchmark datasets
- computationally efficient
- neural network
- learning algorithm
- interesting features
- data structure
- similarity function
- worst case
- co occurrence
- feature set
- series expansion
- mathematical foundations
- kernel machines
- linear algebra
- image features
- classification accuracy
- feature vectors
- objective function
- feature extraction
- decision trees
- genetic algorithm