Refined bounds for online pairwise learning algorithms
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DOI: 10.1016/j.neucom.2017.11.049
Abstract: Abstract Motivated by the recent growing interest in pairwise learning problems, we study the generalization performance of Online Pairwise lEaRning Algorithm (OPERA) in a reproducing kernel Hilbert space (RKHS) without an explicit regularization. The convergence… read more here.
Keywords: pairwise; online pairwise; pairwise learning; refined bounds ... See more keywords