871 citations · 5.5k across the 109 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015
Budget Online Multiple Kernel Learning
Jing Lu, Steven C. H. Hoi, Doyen Sahoo +1
Online learning with multiple kernels has gained increasing interests in recent years and found many applications. For classification tasks, Online Multiple Kernel Classification (…
cs.LG2015★ 9 cited
A Framework of Sparse Online Learning and Its Applications
Dayong Wang, Pengcheng Wu, Peilin Zhao +1
The amount of data in our society has been exploding in the era of big data today. In this paper, we address several open challenges of big data stream classification, including hi…