A new online kernel dictionary learning algorithm, KRLS DL, recursively updates the dictionary via the matrix inversion lemma, achieving classification accuracy close to batch KMOD with lower computation.
A survey of sparse rep- resentation: algorithms and applications,
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Kernel Recursive Least Squares Dictionary Learning Algorithm
A new online kernel dictionary learning algorithm, KRLS DL, recursively updates the dictionary via the matrix inversion lemma, achieving classification accuracy close to batch KMOD with lower computation.