41 citations · 84 across the 3 of their papers we have counts for
3 papers
cs.LG2012★ 21 cited
Flexible Priors for Exemplar-based Clustering
Daniel Tarlow, Richard S. Zemel, Brendan J. Frey
Exemplar-based clustering methods have been shown to produce state-of-the-art results on a number of synthetic and real-world clustering problems. They are appealing because they o…
cs.LG2012★ 22 cited
Cumulative distribution networks and the derivative-sum-product algorithm
Jim Huang, Brendan J. Frey
We introduce a new type of graphical model called a "cumulative distribution network" (CDN), which expresses a joint cumulative distribution as a product of local functions. Each l…
cs.LG2012★ 41 cited
Hierarchical Affinity Propagation
Inmar Givoni, Clement Chung, Brendan J. Frey
Affinity propagation is an exemplar-based clustering algorithm that finds a set of data-points that best exemplify the data, and associates each datapoint with one exemplar. We ext…