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Asymptotic Model Selection for Directed Networks with Hidden Variables BOOK CHAPTER published 1998 in Learning in Graphical Models |
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Modeling, analyzing, and synthesizing expressive piano performance with graphical models JOURNAL ARTICLE published December 2006 in Machine Learning |
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Edge Exclusion Tests for Graphical Gaussian Models BOOK CHAPTER published 1998 in Learning in Graphical Models |
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Probabilistic Inference in Graphical Models BOOK CHAPTER published 1998 in Graphical Models for Machine Learning and Digital Communication |
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Graphical Models BOOK CHAPTER published 23 March 2011 in Machine Learning |
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Probabilistic Graphical Models BOOK CHAPTER published 2015 in Machine Learning |
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Probabilistic Graphical Models BOOK CHAPTER published 2015 in Machine Learning |
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Graphical Models BOOK CHAPTER published 8 October 2014 in Machine Learning |
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Graphical Models BOOK CHAPTER published 31 October 2021 in Machine Learning Fundamentals |
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An Introduction to Variational Methods for Graphical Models BOOK CHAPTER published 1998 in Learning in Graphical Models |
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Probabilistic Graphical Models: Part I BOOK CHAPTER published 2020 in Machine Learning |
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Probabilistic Graphical Models BOOK CHAPTER published 2021 in Machine Learning |
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Probabilistic Graphical Models: Part II BOOK CHAPTER published 2020 in Machine Learning |
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Latent Variable Models BOOK CHAPTER published 1998 in Learning in Graphical Models |
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Probabilistic Entity-Relationship Models, PRMs, and Plate Models BOOK CHAPTER published 31 August 2007 in Introduction to Statistical Relational Learning |
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Graphical models BOOK CHAPTER published 5 June 2012 in Bayesian Reasoning and Machine Learning |
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Theory Unification and Graphical Models in Human Categorization BOOK CHAPTER published 26 April 2007 in Causal Learning |
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Sum–product graphical models JOURNAL ARTICLE published January 2020 in Machine Learning Research funded by Deutsche Forschungsgemeinschaft (GRK 1653) |
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Learning Graphical Models BOOK CHAPTER published 2011 in Encyclopedia of Machine Learning |
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Convex optimization techniques for fitting sparse Gaussian graphical models PROCEEDINGS ARTICLE published 2006 in Proceedings of the 23rd international conference on Machine learning - ICML '06 |