Uncertainty in Artificial Intelligence
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Nando de Freitas
Contact Information
Email : nando@cs.ubc.ca
Mailing Address
Canada
Publications in UAI

UAI-2011
:: Portfolio Allocation for Bayesian Optimization
:: Asymptotic Efficiency of Deterministic Estimators for Discrete Energy-Based Models: Ratio Matching and Pseudolikelihood

UAI-2010
:: Intracluster Moves for Constrained Discrete-Space MCMC

UAI-2009
:: New inference strategies for solving Markov Decision Processes using reversible jump MCMC

UAI-2007
:: Large-Flip Importance Sampling

UAI-2005
:: Toward Practical N2 Monte Carlo: the Marginal Particle Filter
:: Nonparametric Bayesian Logic
:: Learning about individuals from group statistics

UAI-2004
:: From Fields to Trees

UAI-2001
:: Variational MCMC

UAI-2000
:: Reversible Jump MCMC Simulated Annealing for Neural Networks
:: Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks


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