41 citations · 44 across the 3 of their papers we have counts for
3 papers
Matrix Tile Analysis
Inmar Givoni, Vincent Cheung, Brendan J. Frey
Many tasks require finding groups of elements in a matrix of numbers, symbols or class likelihoods. One approach is to use efficient bi- or tri-linear factorization techniques incl…
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…
Interpreting Graph Cuts as a Max-Product Algorithm
Daniel Tarlow, Inmar E. Givoni, Richard S. Zemel +1
The maximum a posteriori (MAP) configuration of binary variable models with submodular graph-structured energy functions can be found efficiently and exactly by graph cuts. Max-pro…