8 citations · 11 across the 7 of their papers we have counts for
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cs.LG2017
On the ERM Principle with Networked Data
Yuanhong Wang, Yuyi Wang, Xingwu Liu +1
Networked data, in which every training example involves two objects and may share some common objects with others, is used in many machine learning tasks such as learning to rank…
cs.DM2017★ 3 cited
Variable Version Lovász Local Lemma: Beyond Shearer's Bound
Kun He, Liang Li, Xingwu Liu +2
A tight criterion under which the abstract version Lovász Local Lemma (abstract-LLL) holds was given by Shearer decades ago. However, little is known about that of the variable ver…