PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NameManfred Opper
TitleProfessor
SiteUniversity of Southampton
StatusTerminated
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Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Publications

Number of records: 17.

A statistical physics approach for the analysis of machine learning algorithms on real data. Manfred Opper and Manfred Opper Article (2005)
An approximate inference approach for the pca reconstruction error Manfred Opper Article (June 2005)
Approximate Inference in Probabilistic Models Manfred Opper and Ole Winther Book Section Item not available online. (2004)
Approximate inference techniques with expectation constraints Tom Heskes, Manfred Opper, Wim Wiegerinck, Ole Winther and Onno Zoeter Article (September 2005)
Approximate inference techniques with expectation constraints tom heskes, Manfred Opper, Wim Wiegerinck, ole winther and Onno Zoeter Article Item not available online. (November 2005)
Bayesian Analysis of the Scatterometer Wind Retrieval inverse Problem: Some new Approaches Dan Cornford, Lehel Csato, David J Evans and Manfred Opper Article Item not available online. (2004)
Evaluation of Variational and Markov Chain Monte Carlo Methods for Inference in Partially Observed Stochastic Dynamic Systems Yuan Shen, Cedric Archambeau, Dan Cornford, Manfred Opper, John Shawe-Taylor and Remi Barillec Conference or Workshop Item Item availablity restricted. (August 2007)
Expectation Consistent Approximate Inference Manfred Opper and Ole Winther Article (November 2005)
Expectation Consistent Approximate Inference Manfred Opper and Ole Winther Article Item not available online. (2004)
Expectation Consistent Free Energies for Approximate Inference Manfred Opper and Ole Winther Conference or Workshop Item Item not available online. (2005)
Gaussian Process Approximations of Stochastic Differential Equation Cedric Archambeau, Dan Cornford, Manfred Opper and John Shawe-Taylor Article (2007)
Gaussian Process Approximations of Stochastic Differential Equations Cedric Archambeau, Dan Cornford, Manfred Opper and John Shawe-Taylor Conference or Workshop Item (13 June 2006)
Gaussian Process Approximations of Stochastic Differential Equations Cedric Archambeau, Dan Cornford, Manfred Opper and John Shawe-Taylor Article Item not available online. (2007)
Variational Inference for Diffusion Processes Cedric Archambeau, Manfred Opper, Yuan Shen, Dan Cornford and John Shawe-Taylor Conference or Workshop Item (December 2007)
Variational Inference for Diffusion Processes Cedric Archambeau, Manfred Opper, Yuan Shen, Dan Cornford and John Shawe-Taylor Article (2007)
Variational Inference for Markov Jump Processes Manfred Opper and Guido Sanguinetti Conference or Workshop Item (December 2007)
Variational inference for Markov jump processes Manfred Opper and Guido Sanguinetti Article (2008)

This list was generated on Mon Dec 1 18:26:20 GMT 2008.