Uncertainty in Artificial Intelligence
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Ryan Prescott Adams

Department of Computer Science
University of Toronto
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Publications in UAI

UAI-2014
:: Bayesian Optimization with Unknown Constraints
:: Firefly Monte Carlo: Exact MCMC with Subsets of Data
:: Accelerating MCMC via Parallel Predictive Prefetching

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

UAI-2010
:: Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes


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