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13 Feb 2023: Beal. Variational Algorithms for Approximate Bayesian Inference. PhD thesis, Gatsby Computa-tional Neuroscience Unit, UCL, 2003. ... In TR2005-001, Gatsby Computational Neuroscience Unit, 2005. Hemant Ishwaran and Lancelot F.

13 Feb 2023: ZOUBIN GHAHRAMANI zoubin@gatsby.ucl.ac.ukGatsby Computational Neuroscience Unit, University College London WC1N 3AR, UK. ... In such cases the exactitude achieved by an exactalgorithm may not be worth the computational cost.

13 Feb 2023: problems. Part of this work was done while RS was at the Gatsby Computational Neuroscience Unit, UCL, and at the StatisticalLaboratory, University of Cambridge. †. ... The computational difficulty in the cyclic case is that the determinant|I B| is no

13 Feb 2023: computational effort on more probable values of z, that is, “slice” away less.

13 Feb 2023: of numerical digits. This example uses computational neuroscience as the domain. ... inference in the t-process for the same computational cost as a standard Gaussian.

13 Feb 2023: 182.3.3 Input-Output Covariance. 232.3.4 Computational Complexity. 24. 2.4 Sparse Approximations using Inducing Inputs. ... 252.4.1 Computational Complexity. 27. 2.5 Further Reading. 27. 3 Probabilistic Models for Efficient Learning in Control 293.1