39 citations · 113 across the 4 of their papers we have counts for
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cs.LG2012★ 37 cited
Consensus ranking under the exponential model
Marina Meila, Kapil Phadnis, Arthur Patterson +1
We analyze the generalized Mallows model, a popular exponential model over rankings. Estimating the central (or consensus) ranking from data is NP-hard. We obtain the following new…
cs.LG2012★ 34 cited
Active Semi-Supervised Learning using Submodular Functions
Andrew Guillory, Jeff A. Bilmes
We consider active, semi-supervised learning in an offline transductive setting. We show that a previously proposed error bound for active learning on undirected weighted graphs ca…
cs.LG2010★ 39 cited
Interactive Submodular Set Cover
Andrew Guillory, Jeff Bilmes
We introduce a natural generalization of submodular set cover and exact active learning with a finite hypothesis class (query learning). We call this new problem interactive submod…