406 citations · 3.1k across the 87 of their papers we have counts for
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cs.LG2013★ 34 cited
SVM for learning with label proportions
Felix X. Yu, Dong Liu, Sanjiv Kumar +2
We study the problem of learning with label proportions in which the training data is provided in groups and only the proportion of each class in each group is known. We propose a…
cs.CV2013★ 2 cited
Distributed Low-rank Subspace Segmentation
Ameet Talwalkar, Lester Mackey, Yadong Mu +2
Vision problems ranging from image clustering to motion segmentation to semi-supervised learning can naturally be framed as subspace segmentation problems, in which one aims to rec…