Lifted Probabilistic Inference for Asymmetric Graphical Models

1 December 2014

Papers citing "Lifted Probabilistic Inference for Asymmetric Graphical Models"

8 / 8 papers shown

Title
Markov Chains on Orbits of Permutation Groups Mathias Niepert 96 63 0 09 Aug 2014
Understanding the Complexity of Lifted Inference and Asymmetric Weighted Model Counting Eric Gribkoff Guy Van den Broeck Dan Suciu 46 27 0 13 May 2014
Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference Mathias Niepert Guy Van den Broeck TPM 112 77 0 07 Jan 2014
On the Complexity and Approximation of Binary Evidence in Lifted Inference Guy Van den Broeck Adnan Darwiche 71 57 0 26 Nov 2013
Automorphism Groups of Graphical Models and Lifted Variational Inference Hung Bui Tuyen N. Huynh Sebastian Riedel 90 73 0 26 Sep 2013
RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models Jan Nößner Mathias Niepert Heiner Stuckenschmidt 127 105 0 16 Apr 2013
Symmetry-Aware Marginal Density Estimation Mathias Niepert 57 21 0 09 Apr 2013
Counting Belief Propagation Kristian Kersting B. Ahmadi Sriraam Natarajan 122 179 0 09 May 2012