Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective.
Pantelis BouboulisSpyridon PougkakiotisSergios TheodoridisPublished in: CoRR (2016)
Keyphrases
- computationally expensive
- computationally efficient
- computational cost
- optimization problems
- highly efficient
- algorithmic solutions
- theoretical analysis
- learning algorithm
- computational efficiency
- efficient solutions
- recently developed
- times faster
- orders of magnitude
- frequency domain
- efficient implementation
- machine learning algorithms
- single pass
- significant improvement
- pruning strategy
- fast fourier transform
- image processing