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Nir Friedman
School of Computer Science & Engineering
Hebrew Universit
Contact Information
Webpage :
http://www.cs.huji.ac.il/~nir
Email :
nir@cs.huji.ac.il
Phone : +972-2-658
Fax : +972-2-675
Mailing Address
Ross Bldg. Givat Ram
Jerusalem, 91904
Israel
Publications in UAI
UAI-2009
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Mean Field Variational Approximation for Continuous-Time Bayesian Networks
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Convexifying the Bethe Free Energy
UAI-2008
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Gibbs Sampling in Factorized Continuous-Time Markov Processes
UAI-2007
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Template Based Inference in Symmetric Relational Markov Random Fields
UAI-2006
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Continuous Time Markov Networks
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Dimension Reduction in Singularly Perturbed Continuous-Time Bayesian Networks
UAI-2004
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"Ideal Parent" Structure Learning for Continuous Variable Networks
UAI-2003
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The Information Bottleneck EM Algorithm
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Learning Module Networks
UAI-2001
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Incorporating Expressive Graphical Models in Variational Approximations: Chain-Graphs and Hidden Variables
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Learning the Dimensionality of Hidden Variables
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Multivariate Information Bottleneck
UAI-2000
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Likelihood Computations Using Value Abstractions
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Being Bayesian about Network Structure
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Gaussian Process Networks
UAI-1999
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Discovering the Hidden Structure of Complex Dynamic Systems
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Learning Bayesian Network Structure from Massive Datasets: The ``Sparse Candidate'' Algorithm
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Model-Based Bayesian Exploration
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Data Analysis with Bayesian Networks: A Bootstrap Approach
UAI-1998
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The Bayesian Structural EM Algorithm
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Learning the Structure of Dynamic Probabilistic Networks
UAI-1997
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Sequential Update of Bayesian Network Structure
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Image Segmentation in Video Sequences: A Probabilistic Approach
UAI-1996
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Learning Bayesian Networks with Local Structure
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A Qualitative Markov Assumption and its Implications for Belief Change
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Context-Specific Independence in Bayesian Networks
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On the Sample Complexity of Learning Bayesian Networks
UAI-1995
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Plausibility Measures: A User's Guide
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