Lifted Probabilistic Inference for Asymmetric Graphical Models

1 December 2014

Papers citing "Lifted Probabilistic Inference for Asymmetric Graphical Models"

11 / 11 papers shown

Title
LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints Weidi Xu Jingwei Wang Lele Xie Jianshan He Hongting Zhou Taifeng Wang Xiaopei Wan Jingdong Chen Chao Qu Wei Chu 77 2 0 27 Sep 2023
Causal Lifting and Link Prediction Leonardo Cotta Beatrice Bevilacqua Nesreen Ahmed Bruno Ribeiro CML 107 5 0 02 Feb 2023
Taming Reasoning in Temporal Probabilistic Relational Models Marcel Gehrke Ralf Möller Tanya Braun AI4CE 39 7 0 16 Nov 2019
Generating and Sampling Orbits for Lifted Probabilistic Inference Steven Holtzen T. Millstein Guy Van den Broeck 118 10 0 12 Mar 2019
Fast Markov Chain Monte Carlo Algorithms via Lie Groups Steve Huntsman 67 2 0 24 Jan 2019
Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm Tanya Braun Ralf Möller 31 1 0 02 Jul 2018
Block-Value Symmetries in Probabilistic Graphical Models Gagan Madan Ankit Anand Mausam Parag Singla 70 2 0 02 Jul 2018
State-Space Abstractions for Probabilistic Inference: A Systematic Review Stefan Lüdtke Max Schröder Frank Krüger Sebastian Bader T. Kirste 15 10 0 18 Apr 2018
Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models Ankit Anand Ritesh Noothigattu Parag Singla Mausam 18 6 0 27 Jul 2017
Coarse-to-Fine Lifted MAP Inference in Computer Vision Haroun Habeeb Ankit Anand Mausam Parag Singla 23 8 0 22 Jul 2017
Contextual Symmetries in Probabilistic Graphical Models Ankit Anand Aditya Grover Mausam Parag Singla 75 13 0 30 Jun 2016