Lifted Message Passing for Hybrid Probabilistic Inference
暂无分享,去创建一个
[1] Pedro M. Domingos,et al. Probabilistic theorem proving , 2011, UAI.
[2] Vibhav Gogate,et al. Evidence-Based Clustering for Scalable Inference in Markov Logic , 2014, ECML/PKDD.
[3] Jaesik Choi,et al. Learning Relational Kalman Filtering , 2015, AAAI.
[4] Michael I. Jordan,et al. Loopy Belief Propagation for Approximate Inference: An Empirical Study , 1999, UAI.
[5] Guy Van den Broeck. Lifted Inference and Learning in Statistical Relational Models , 2013 .
[6] Daphne Koller,et al. Probabilistic Relational Models , 1999, ILP.
[7] Dinh Phung,et al. Journal of Machine Learning Research: Preface , 2014 .
[8] Dan Roth,et al. Lifted First-Order Probabilistic Inference , 2005, IJCAI.
[9] Somdeb Sarkhel,et al. Fast Lifted MAP Inference via Partitioning , 2015, NIPS.
[10] William T. Freeman,et al. Nonparametric belief propagation , 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..
[11] David J. Hill,et al. Lifted Inference for Relational Continuous Models , 2010, Statistical Relational Artificial Intelligence.
[12] Nicholas Ruozzi,et al. Marginal Inference in Continuous Markov Random Fields Using Mixtures , 2019, AAAI.
[13] Yee Whye Teh,et al. Expectation Particle Belief Propagation , 2015, NIPS.
[14] Parag Singla,et al. Coarse-to-Fine Lifted MAP Inference in Computer Vision , 2017, IJCAI.
[15] David A. McAllester,et al. Particle Belief Propagation , 2009, AISTATS.
[16] A. Glavieux,et al. Near Shannon limit error-correcting coding and decoding: Turbo-codes. 1 , 1993, Proceedings of ICC '93 - IEEE International Conference on Communications.
[17] Mathias Niepert. Lifted Probabilistic Inference: An MCMC Perspective , 2012, StarAI@UAI.
[18] William T. Freeman,et al. Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology , 1999, Neural Computation.
[19] Tom Minka,et al. Expectation Propagation for approximate Bayesian inference , 2001, UAI.
[20] Kristian Kersting,et al. Counting Belief Propagation , 2009, UAI.
[21] Jaesik Choi,et al. Lifted Relational Kalman Filtering , 2011, IJCAI.
[22] Ben Taskar,et al. Introduction to statistical relational learning , 2007 .
[23] Scott Sanner,et al. Multi-Evidence Lifted Message Passing, with Application to PageRank and the Kalman Filter , 2011, IJCAI.
[24] Sekhar Tatikonda,et al. Message-passing algorithms for quadratic minimization , 2012, J. Mach. Learn. Res..
[25] Luc De Raedt,et al. Statistical Relational Artificial Intelligence: Logic, Probability, and Computation , 2016, Statistical Relational Artificial Intelligence.
[26] Pedro M. Domingos,et al. Lifted First-Order Belief Propagation , 2008, AAAI.
[27] Matthew Richardson,et al. Markov logic networks , 2006, Machine Learning.
[28] Pedro M. Domingos,et al. Hybrid Markov Logic Networks , 2008, AAAI.
[29] David Poole,et al. First-order probabilistic inference , 2003, IJCAI.