Johnson, Jason K.

6 publications

JMLR 2016 Learning Planar Ising Models Jason K. Johnson, Diane Oyen, Michael Chertkov, Praneeth Netrapalli

ICML 2009 Orbit-Product Representation and Correction of Gaussian Belief Propagation Jason K. Johnson, Vladimir Y. Chernyak, Michael Chertkov

NeurIPS 2007 Adaptive Embedded Subgraph Algorithms Using Walk-Sum Analysis Venkat Chandrasekaran, Alan S. Willsky, Jason K. Johnson

AISTATS 2007 Learning Markov Structure by Maximum Entropy Relaxation Jason K. Johnson, Venkat Chandrasekaran, Alan S. Willsky

JMLR 2006 Walk-Sums and Belief Propagation in Gaussian Graphical Models Dmitry M. Malioutov, Jason K. Johnson, Alan S. Willsky

NeurIPS 2005 Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation Dmitry Malioutov, Alan S. Willsky, Jason K. Johnson