- Martin Mladenov, Kristian Kersting:
Lifted Inference via k-Locality. StarAI@AAAI 2013 - Wen Pu, Jaesik Choi, Eyal Amir:
Lifted Inference on Transitive Relations. StarAI@AAAI 2013 - Guy Van den Broeck, Adnan Darwiche:
On the Complexity and Approximation of Binary Evidence in Lifted Inference. NIPS 2013: 2868-2876 - Hung Bui, Tuyen N. Huynh, Sebastian Riedel:
Automorphism Groups of Graphical Models and Lifted Variational Inference. UAI 2013 - Guy Van den Broeck, Adnan Darwiche:
On the Complexity and Approximation of Binary Evidence in Lifted Inference. CoRR abs/1311.6591 (2013) - Hung Bui, Tuyen N. Huynh, Sebastian Riedel:
Automorphism Groups of Graphical Models and Lifted Variational Inference. CoRR abs/1309.6822 (2013) - 2012
- Jaesik Choi:
Lifted Inference for Relational Hybrid Models. University of Illinois Urbana-Champaign, USA, 2012 - Guy Van den Broeck, Jesse Davis:
Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic Inference. AAAI 2012: 1961-1967 - Hung Hai Bui, Tuyen N. Huynh, Rodrigo de Salvo Braz:
Exact Lifted Inference with Distinct Soft Evidence on Every Object. AAAI 2012: 1875-1881 - Kristian Kersting:
Lifted Probabilistic Inference. ECAI 2012: 33-38 - Annika Krämer, Christoph Beierle:
On Lifted Inference for a Relational Probabilistic Conditional Logic with Maximum Entropy Semantics. FoIKS 2012: 224-243 - Rodrigo de Salvo Braz, Shahin Saadati, Hung Bui, Ciaran O'Reilly:
Lifted Arbitrary Constraint Solving for Lifted Probabilistic Inference. StarAI@UAI 2012 - Hung Hai Bui, Tuyen N. Huynh, Sebastian Riedel:
Automorphism Groups of Graphical Models and Lifted Variational Inference. StarAI@UAI 2012 - Daan Fierens, Kristian Kersting:
From Lifted Inference to Lifted Models. StarAI@UAI 2012 - Mathias Niepert:
Lifted Probabilistic Inference: An MCMC Perspective. StarAI@UAI 2012 - Guy Van den Broeck, Arthur Choi, Adnan Darwiche:
Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference. UAI 2012: 131-141 - Jaesik Choi, Eyal Amir:
Lifted Relational Variational Inference. UAI 2012: 196-206 - Udi Apsel, Ronen I. Brafman:
Extended Lifted Inference with Joint Formulas. CoRR abs/1202.3698 (2012) - Jaesik Choi, Eyal Amir, David J. Hill:
Lifted Inference for Relational Continuous Models. CoRR abs/1203.3473 (2012) - Manfred Jaeger:
Lower Complexity Bounds for Lifted Inference. CoRR abs/1204.3255 (2012) - Prithviraj Sen, Amol Deshpande, Lise Getoor:
Bisimulation-based Approximate Lifted Inference. CoRR abs/1205.2616 (2012) - Jacek Kisynski, David Poole:
Constraint Processing in Lifted Probabilistic Inference. CoRR abs/1205.2635 (2012) - Hung Hai Bui, Tuyen N. Huynh, Sebastian Riedel:
Automorphism Groups of Graphical Models and Lifted Variational Inference. CoRR abs/1207.4814 (2012) - Guy Van den Broeck, Arthur Choi, Adnan Darwiche:
Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference. CoRR abs/1210.4840 (2012) - Jaesik Choi, Eyal Amir:
Lifted Relational Variational Inference. CoRR abs/1210.4867 (2012) - 2011
- Jaesik Choi, Rodrigo de Salvo Braz, Hung Hai Bui:
Efficient Methods for Lifted Inference with Aggregate Factors. AAAI 2011: 1030-1036 - Guy Van den Broeck, Nima Taghipour, Wannes Meert, Jesse Davis, Luc De Raedt:
Lifted Probabilistic Inference by First-Order Knowledge Compilation. IJCAI 2011: 2178-2185 - Guy Van den Broeck:
On the Completeness of First-Order Knowledge Compilation for Lifted Probabilistic Inference. NIPS 2011: 1386-1394 - Udi Apsel, Ronen I. Brafman:
Extended Lifted Inference with Joint Formulas. UAI 2011: 11-18 - David Poole, Fahiem Bacchus, Jacek Kisynski:
Towards Completely Lifted Search-based Probabilistic Inference. CoRR abs/1107.4035 (2011)