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Arun Nampally , C. R. Ramakrishnan : Inference in Probabilistic Logic Programs Using Lifted Explanations. ICLP (Technical Communications) 2016 : 15:1-15:15 share record
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Seyed Mehran Kazemi , David Poole : Knowledge Compilation for Lifted Probabilistic Inference: Compiling to a Low-Level Language. KR 2016 : 561-564 share record
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Mayukh Das , Yuqing Wu , Tushar Khot , Kristian Kersting , Sriraam Natarajan : Scaling Lifted Probabilistic Inference and Learning Via Graph Databases. SDM 2016 : 738-746 share record
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Seyed Mehran Kazemi , David Poole : Why is Compiling Lifted Inference into a Low-Level Language so Effective? CoRR abs/1606.04512 (2016 )export record
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journals/corr/NampallyR16 share record
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Arun Nampally , C. R. Ramakrishnan : Inference in Probabilistic Logic Programs using Lifted Explanations. CoRR abs/1608.05763 (2016 )2015 export record
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journals/pvldb/GatterbauerS15 share record
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Wolfgang Gatterbauer , Dan Suciu : Approximate Lifted Inference with Probabilistic Databases. Proc. VLDB Endow. 8 (5 ) : 629-640 (2015 )share record
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Manfred Jaeger : Lower complexity bounds for lifted inference. Theory Pract. Log. Program. 15 (2 ) : 246-263 (2015 )share record
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Guy Van den Broeck , Mathias Niepert : Lifted Probabilistic Inference for Asymmetric Graphical Models. AAAI 2015 : 3599-3605 share record
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Guy Van den Broeck : Towards High-Level Probabilistic Reasoning with Lifted Inference. AAAI Spring Symposia 2015 export record
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conf/ecsqaru/BeierlePBF15 share record
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Christoph Beierle , Nico Potyka , Josef Baudisch , Marc Finthammer : Towards Lifted Inference Under Maximum Entropy for Probabilistic Relational FO-PCL Knowledge Bases. ECSQARU 2015 : 506-516 share record
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Timothy Kopp , Parag Singla , Henry A. Kautz : Lifted Symmetry Detection and Breaking for MAP Inference. NIPS 2015 : 1315-1323 share record
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Happy Mittal , Anuj Mahajan , Vibhav Gogate , Parag Singla : Lifted Inference Rules With Constraints. NIPS 2015 : 3519-3527 share record
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Somdeb Sarkhel , Parag Singla , Vibhav Gogate : Fast Lifted MAP Inference via Partitioning. NIPS 2015 : 3240-3248 share record
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David B. Smith , Vibhav Gogate : Bounding the Cost of Search-Based Lifted Inference. NIPS 2015 : 946-954 2014 share record
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Wen Pu : Lifted probabilistic relational inference for uncertain networks. University of Illinois Urbana-Champaign, USA, 2014 export record
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journals/debu/GribkoffSB14 share record
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Eric Gribkoff , Dan Suciu , Guy Van den Broeck : Lifted Probabilistic Inference: A Guide for the Database Researcher. IEEE Data Eng. Bull. 37 (3 ) : 6-17 (2014 )share record
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Eric Gribkoff , Guy Van den Broeck , Dan Suciu : Understanding the Complexity of Lifted Inference and Asymmetric Weighted Model Counting. StarAI@AAAI 2014 share record
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Seyed Mehran Kazemi , David Poole : Elimination Ordering in Lifted First-Order Probabilistic Inference. AAAI 2014 : 863-870 export record
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conf/aistats/SarkhelVSG14 share record
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Somdeb Sarkhel , Deepak Venugopal , Parag Singla , Vibhav Gogate : Lifted MAP Inference for Markov Logic Networks. AISTATS 2014 : 859-867 share record
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Felipe Iwao Takiyama , Fábio Gagliardi Cozman : Inference with Aggregation Parfactors: Lifted Elimination with First-Order d-Separation. BRACIS 2014 : 384-389 share record
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Happy Mittal , Prasoon Goyal , Vibhav Gogate , Parag Singla : New Rules for Domain Independent Lifted MAP Inference. NIPS 2014 : 649-657 share record
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Somdeb Sarkhel , Deepak Venugopal , Parag Singla , Vibhav Gogate : An Integer Polynomial Programming Based Framework for Lifted MAP Inference. NIPS 2014 : 3302-3310 share record
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Hung Hai Bui , Tuyen N. Huynh , David A. Sontag : Lifted Tree-Reweighted Variational Inference. UAI 2014 : 92-101 share record
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Eric Gribkoff , Guy Van den Broeck , Dan Suciu : Understanding the Complexity of Lifted Inference and Asymmetric Weighted Model Counting. UAI 2014 : 280-289 share record
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Guy Van den Broeck , Mathias Niepert : Lifted Probabilistic Inference for Asymmetric Graphical Models. CoRR abs/1412.0315 (2014 )share record
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Hung Hai Bui , Tuyen N. Huynh , David A. Sontag : Lifted Tree-Reweighted Variational Inference. CoRR abs/1406.4200 (2014 )export record
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journals/corr/GatterbauerS14a share record
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Wolfgang Gatterbauer , Dan Suciu : Approximate Lifted Inference with Probabilistic Databases. CoRR abs/1412.1069 (2014 )export record
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journals/corr/GribkoffBS14 share record
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Eric Gribkoff , Guy Van den Broeck , Dan Suciu : Understanding the Complexity of Lifted Inference and Asymmetric Weighted Model Counting. CoRR abs/1405.3250 (2014 )2013 export record
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phd/basesearch/VandenBroeck13 share record
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Guy Van den Broeck : Lifted Inference and Learning in Statistical Relational Models (Eerste-orde inferentie en leren in statistische relationele modellen). Katholieke Universiteit Leuven, Belgium, 2013 share record
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Guy Van den Broeck : On the Complexity and Approximation of Binary Evidence in Lifted Inference. StarAI@AAAI 2013