8 citations · 21 across the 5 of their papers we have counts for
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cs.LG2017★ 7 cited
Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models
Garrett Bernstein, Ryan McKenna, Tao Sun +3
We investigate the problem of learning discrete, undirected graphical models in a differentially private way. We show that the approach of releasing noisy sufficient statistics usi…
cs.LG2012★ 5 cited
An Integrated, Conditional Model of Information Extraction and Coreference with Applications to Citation Matching
Ben Wellner, Andrew McCallum, Fuchun Peng +1
Although information extraction and coreference resolution appear together in many applications, most current systems perform them as ndependent steps. This paper describes an appr…