Uncertainty in Artificial Intelligence
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Zoubin Ghahramani
Gatsby Computational Neuroscience Unit
University Colle
Contact Information
Webpage : http://www.gatsby.ucl.ac.uk/~zoubin
Email : zoubin@gatsby.ucl.ac.uk
Mailing Address
17 Queen Square
London,  WC1N 3AR
UK
Publications in UAI

UAI-2013
:: Determinantal Clustering Processes - A Nonparametric Bayesian Approach to Kernel Based Semi-Supervised Clustering
:: Warped Mixtures for Nonparametric Cluster Shapes
:: The Supervised IBP: Neighbourhood Preserving Infinite Latent Feature Models

UAI-2011
:: Pitman-Yor Diffusion Trees
:: Generalised Wishart Processes

UAI-2009
:: Correlated Non-Parametric Latent Feature Models

UAI-2006
:: A Non-Parametric Bayesian Method for Inferring Hidden Causes
:: Variable noise and dimensionality reduction for sparse Gaussian processes
:: Bayesian Inference for Gaussian Mixed Graph Models
:: MCMC for doubly-intractable distributions

UAI-2004
:: Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms

UAI-2003
:: On the Convergence of Bound Optimization Algorithms


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