454 citations · 2.5k across the 132 of their papers we have counts for
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cs.LG2013★ 1 cited
Convex and Scalable Weakly Labeled SVMs
Yu-Feng Li, Ivor W. Tsang, James T. Kwok +1
In this paper, we study the problem of learning from weakly labeled data, where labels of the training examples are incomplete. This includes, for example, (i) semi-supervised lear…
cs.CV2013★ 2 cited
Matching Pursuit LASSO Part II: Applications and Sparse Recovery over Batch Signals
Mingkui Tan, Ivor W. Tsang, Li Wang
Matching Pursuit LASSIn Part I \cite{TanPMLPart1}, a Matching Pursuit LASSO ({MPL}) algorithm has been presented for solving large-scale sparse recovery (SR) problems. In this pape…