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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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02:56:16
Probabilistic and Bayesian Modelling I
2007-02-25
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17482 Views
52:36
The Gaussian Variational Approximation of Stochastic Differential Equations
2007-02-25
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7508 Views
02:46:01
Probabilistic and Bayesian Modelling II
2007-02-25
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6096 Views
52:53
Approximate inference for continuous time Markov processes
2008-09-17
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5767 Views
42:22
On the relation between Bayesian inference and certain solvable problems of stoc...
2008-10-09
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4662 Views
01:04:22
Tractable Inference for Probabilistic Models by Free Energy Approximations
2007-02-25
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4516 Views
41:42
Perturbative Corrections to Expectation Consistent Approximate Inference
2007-12-31
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3708 Views
23:40
A note on Inference for reaction kinetics with monomolecular reactions
2010-11-08
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3286 Views
33:27
Application of expectation consistent approximate inference
2007-02-25
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3142 Views
12:58
Bayes Average Case Performance of PAC - Bayes Bounds
2010-04-14
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2909 Views