Uncertainty in Artificial Intelligence
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Hilbert Kappen
Contact Information
Email : bert@mbfys.kun.nl
Mailing Address
Publications in UAI

UAI-2014
:: Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models

UAI-2010
:: Risk Sensitive Path Integral Control

UAI-2009
:: Approximate inference on planar graphs using Loop Calculus and Belief Propagation

UAI-2008
:: Hybrid Variational/Gibbs Collapsed Inference in Topic Models

UAI-2006
:: Stochastic Optimal Control in Continuous Space-Time Multi-Agent Systems

UAI-2005
:: Sufficient conditions for convergence of Loopy Belief Propagation

UAI-2003
:: Approximate Inference and Constrained Optimization

UAI-2002
:: General Lower Bounds based on Computer Generated Higher Order Expansions


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