12 citations · 42 across the 7 of their papers we have counts for
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cs.LG2012★ 7 cited
Learning Generative Models of Similarity Matrices
Romer Rosales, Brendan J. Frey
We describe a probabilistic (generative) view of affinity matrices along with inference algorithms for a subclass of problems associated with data clustering. This probabilistic vi…
cs.LG2012★ 12 cited
Modeling Multiple Annotator Expertise in the Semi-Supervised Learning Scenario
Yan Yan, Romer Rosales, Glenn Fung +1
Learning algorithms normally assume that there is at most one annotation or label per data point. However, in some scenarios, such as medical diagnosis and on-line collaboration,mu…