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Statistical Physics, Information Theory, applied Probability and their application to machine learning, disordered materials and other compex systems. Current projects include: * Analysis of
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23:40
A note on Inference for reaction kinetics with monomolecular reactions
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Bayes Average Case Performance of PAC - Bayes Bounds
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On the relation between Bayesian inference and certain solvable problems of stoc...
Oct 9, 2008 4682 views
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Approximate inference for continuous time Markov processes
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Perturbative Corrections to Expectation Consistent Approximate Inference
Dec 31, 2007 3738 views
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Probabilistic and Bayesian Modelling I
Feb 25, 2007 17509 views
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Probabilistic and Bayesian Modelling II
Feb 25, 2007 6117 views
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The Gaussian Variational Approximation of Stochastic Differential Equations
Feb 25, 2007 7527 views
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Tractable Inference for Probabilistic Models by Free Energy Approximations
Feb 25, 2007 4538 views
33:27
Application of expectation consistent approximate inference
Feb 25, 2007 3160 views
