 |
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)
|