no code implementations • NeurIPS 2010 • Andrew Gelfand, Yutian Chen, Laurens Maaten, Max Welling
The paper develops a connection between traditional perceptron algorithms and recently introduced herding algorithms.
no code implementations • 17 May 2013 • Andrew Gelfand, Jinwoo Shin, Michael Chertkov
For this class of problems, MAP inference can be stated as an integer LP with an LP relaxation that coincides with minimization of the BFE at ``zero temperature".
no code implementations • 5 Jun 2013 • Michael Chertkov, Andrew Gelfand, Jinwoo Shin
This manuscript discusses computation of the Partition Function (PF) and the Minimum Weight Perfect Matching (MWPM) on arbitrary, non-bipartite graphs.