Uncertainty in Artificial Intelligence
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Tom Heskes
Contact Information
Email : tom@snn.kun.nl
Mailing Address
Publications in UAI

UAI-2013
:: Learning Sparse Causal Models is not NP-hard
:: Cyclic Causal Discovery from Continuous Equilibrium Data

UAI-2012
:: A Bayesian Approach to Constraint Based Causal Inference

UAI-2011
:: A Logical Characterization of Constraint-Based Causal Discovery

UAI-2008
:: Bounds on the Bethe Free Energy for Gaussian Networks

UAI-2003
:: Approximate Inference and Constrained Optimization

UAI-2002
:: Expectation Propogation for approximate inference in dynamic Bayesian networks
:: IPF for Discrete Chain Factor Graphs


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