Uncertainty in Artificial Intelligence
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Brendan J. Frey
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Publications in UAI

UAI-2012
:: Fast Exact Inference for Recursive Cardinality Models

UAI-2011
:: Graph Cuts is a Max-Product Algorithm
:: Hierarchical Affinity Propagation

UAI-2008
:: Flexible Priors for Exemplar-based Clustering
:: Cumulative distribution networks and the derivative-sum-product algorithm

UAI-2006
:: Matrix Tile Analysis

UAI-2004
:: Convolutional Factor Graphs as Probabilistic Models

UAI-2003
:: Extending Factor Graphs so as to Unify Directed and Undirected Graphical Models
:: Learning Generative Models of Similarity Matrices

UAI-2001
:: A Factorized Variational Technique for Phase Unwrapping in Markov Random Fields

UAI-2000
:: Learning Graphical Models of Images, Videos and Their Spatial Transformations

UAI-1999
:: Variational Learning in Mixed-State Dynamic Graphical Models


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