conftrace_

lifted inference

46 papers

Explore in graph

Co-occurring keywords

probabilistic inference (312) graphical model (864) first-order logic (171) markov logic network (36) probabilistic graphical model (226) map inference (130) approximate inference (253) statistical relational learning (24) symmetry detection (30) weighted model counting (20)

Papers

Coarse-to-Fine Lifted MAP Inference in Computer Vision IJCAI 2017
Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models AISTATS 2017
Efficient Inference for Untied MLNs IJCAI 2017
New Liftable Classes for First-Order Probabilistic Inference NIPS 2016
Fast Lifted MAP Inference via Partitioning NIPS 2015
Lifted Inference Rules With Constraints NIPS 2015
Bounding the Cost of Search-Based Lifted Inference NIPS 2015
Lifted Symmetry Detection and Breaking for MAP Inference NIPS 2015
Lifted MAP Inference for Markov Logic Networks AISTATS 2014
An Integer Polynomial Programming Based Framework for Lifted MAP Inference NIPS 2014
New Rules for Domain Independent Lifted MAP Inference NIPS 2014
Scaling-up Importance Sampling for Markov Logic Networks NIPS 2014
First-order Decomposition Trees NIPS 2013
On the Complexity and Approximation of Binary Evidence in Lifted Inference NIPS 2013
Completeness Results for Lifted Variable Elimination AISTATS 2013
Lifted Variable Elimination with Arbitrary Constraints AISTATS 2012
On Lifting the Gibbs Sampling Algorithm NIPS 2012
Lifted Linear Programming AISTATS 2012
An Instantiation-Based Theorem Prover for First-Order Programming AISTATS 2011
On the Completeness of First-Order Knowledge Compilation for Lifted Probabilistic Inference NIPS 2011
Lifted Inference Seen from the Other Side : The Tractable Features NIPS 2010