RockIt: Exploiting Parallelism and Symmetry for MAP Inference in
Statistical Relational Models

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RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models

16 April 2013

Mathias Niepert

Heiner Stuckenschmidt

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Papers citing "RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models"

13 / 13 papers shown

Title
On the Aggregation of Rules for Knowledge Graph Completion Patrick Betz Stefan Lüdtke Christian Meilicke Heiner Stuckenschmidt 57 2 0 01 Sep 2023
The Integer Linear Programming Inference Cookbook Vivek Srikumar Dan Roth 47 1 0 30 Jun 2023
Finding Minimal Cost Herbrand Models with Branch-Cut-and-Price James Cussens 18 0 0 14 Aug 2018
Improving Optimization for Models With Continuous Symmetry Breaking Robert Bamler Stephan Mandt DRL 72 15 0 08 Mar 2018
Beyond Markov Logic: Efficient Mining of Prediction Rules in Large Graphs Tommaso Soru André Valdestilhas Edgard Marx A. N. Ngomo 21 2 0 10 Feb 2018
Mandolin: A Knowledge Discovery Framework for the Web of Data Tommaso Soru Diego Esteves Edgard Marx A. N. Ngomo 30 1 0 03 Nov 2017
Induction of Interpretable Possibilistic Logic Theories from Relational Data Ondrej Kuzelka Jesse Davis Steven Schockaert NAI 132 12 0 19 May 2017
Contextual Symmetries in Probabilistic Graphical Models Ankit Anand Aditya Grover Mausam Parag Singla 75 13 0 30 Jun 2016
Using Abduction in Markov Logic Networks for Root Cause Analysis J. Schoenfisch Janno von Stülpnagel J. Ortmann Christian Meilicke Heiner Stuckenschmidt 30 5 0 18 Nov 2015
Ontology Matching with Knowledge Rules Shangpu Jiang Daniel Lowd Dejing Dou 50 30 0 11 Jul 2015
Lifted Probabilistic Inference for Asymmetric Graphical Models Guy Van den Broeck Mathias Niepert 57 36 0 01 Dec 2014
Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference Mathias Niepert Guy Van den Broeck TPM 156 77 0 07 Jan 2014
Lifted Graphical Models: A Survey Lilyana Mihalkova Lise Getoor 3DV 170 96 0 25 Jul 2011