Lifted first-order probabilistic inference (2005)

by Rodrigo De Salvo Braz , Eyal Amir , Dan Roth
Venue:In Proceedings of IJCAI-05, 19th International Joint Conference on Artificial Intelligence
Citations:88 - 7 self

Active Bibliography

7 A Survey of First-Order Probabilistic Models – Rodrigo de Salvo Braz, Eyal Amir, Dan Roth - 2008
Towards Multistrategic Statistical Relational Learning – Marenglen Biba, Stefano Ferilli, Floriana Esposito
Learning in First-Order Probabilistic Representations – Matthew Richardson - 2003
Improving Learning of Markov Logic Networks using Transfer and Bottom-Up Induction – Lilyana S. Mihalkova
Learning with Markov Logic Networks: Transfer Learning, Structure Learning, and an Application to Web Query Disambiguation – Lilyana Simeonova Mihalkova - 2009
12 New advances in logic-based probabilistic modeling by PRISM – Taisuke Sato, Yoshitaka Kameya - 2008
54 Location-based activity recognition – Lin Liao, Dieter Fox, Henry Kautz - 2005
565 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
DOI 10.1007/s10994-006-5833-1 Markov logic networks – Matthew Richardson, Pedro Domingos, M. Richardson, P. Domingos - 2006
568 Markov Logic Networks – Matthew Richardson, Pedro Domingos - 2006
5 ILP turns 20 -- Biography and future challenges – S. Muggleton, L. De Raedt, D. Poole, I. Bratko, P. Flach, K. Inoue, A. Srinivasan - 2011
1 A Methodology for In-Network Evaluation of Integrated Logical-Statistical Models – Anu Singh, C. R. Ramakrishnan, I. V. Ramakrishnan, David S. Warren, Jennifer L. Wong
Extending Bayesian Logic Programs for Plan Recognition and Machine Reading – Sindhu V. Raghavan
61 Probabilistic Reasoning for Complex Systems – Avrom J. Pfeffer - 2000
7 Markov Logic – Pedro Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla
Proposed design for gR, a graphical models toolkit for R – Kevin P. Murphy - 2003
4 Technical Introduction: A Primer on Probabilistic Inference – Thomas L. Griffiths, Alan Yuille - 2006
10 Structured machine learning: the next ten years – Thomas G. Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli - 2008
18 The Independent Choice Logic and Beyond – David Poole