50 citations · 201 across the 25 of their papers we have counts for
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cs.LG2015★ 3 cited
Unregularized Online Learning Algorithms with General Loss Functions
Yiming Ying, Ding-Xuan Zhou
In this paper, we consider unregularized online learning algorithms in a Reproducing Kernel Hilbert Spaces (RKHS). Firstly, we derive explicit convergence rates of the unregularize…
stat.ML2015★ 6 cited
Online Pairwise Learning Algorithms with Kernels
Yiming Ying, Ding-Xuan Zhou
Pairwise learning usually refers to a learning task which involves a loss function depending on pairs of examples, among which most notable ones include ranking, metric learning an…