Andrew Gelfand

Publication Activity (10 Years)

Years Active: 2010-2016
Publications (10 Years): 1

Top Topics

External Memory

Message Passing

Belief Propagation

Top Venues

Publications

Rose Yu, Andrew Gelfand, Suju Rajan, Cyrus Shahabi, Yan Liu
Geographic Segmentation via Latent Poisson Factor Model. WSDM (2016)
Andrew Gelfand, Jinwoo Shin, Michael Chertkov
Belief Propagation for Linear Programming CoRR (2013)
Michael Chertkov, Andrew Gelfand, Jinwoo Shin
Loop Calculus and Bootstrap-Belief Propagation for Perfect Matchings on Arbitrary Graphs. CoRR (2013)
Kalev Kask, Rina Dechter, Andrew Gelfand
BEEM : Bucket Elimination with External Memory CoRR (2012)
Max Welling, Andrew Gelfand, Alexander T. Ihler
A Cluster-Cumulant Expansion at the Fixed Points of Belief Propagation. UAI (2012)
Andrew Gelfand, Max Welling
Generalized Belief Propagation on Tree Robust Structured Region Graphs CoRR (2012)
Andrew Gelfand, Max Welling
Generalized Belief Propagation on Tree Robust Structured Region Graphs. UAI (2012)
Andrew Gelfand, Kalev Kask, Rina Dechter
Stopping Rules for Randomized Greedy Triangulation Schemes. AAAI (2011)
Kalev Kask, Andrew Gelfand, Lars Otten, Rina Dechter
Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models. AAAI (2011)
Yutian Chen, Andrew Gelfand, Charless C. Fowlkes, Max Welling
Integrating local classifiers through nonlinear dynamics on label graphs with an application to image segmentation. ICCV (2011)
Kalev Kask, Rina Dechter, Andrew Gelfand
BEEM : Bucket Elimination with External Memory. UAI (2010)
Andrew Gelfand, Yutian Chen, Laurens van der Maaten, Max Welling
On Herding and the Perceptron Cycling Theorem. NIPS (2010)