EPrints submitted by Manfred Opper
Click here to see user's record. Number of EPrints submitted by this user: 11
Approximate Inference in Probabilistic Models
Manfred Opper and Ole Winther
In:
Algorithmic Learning Theory
Lecture Notes in Artificial Intelligence
(3244).
(2004)
Springer
, Berlin
, .
ISBN 3-540-23356-3
Expectation Consistent Free Energies
for Approximate Inference
Manfred Opper and Ole Winther
In: NIPS 2004, 14-16 Dec 2004, Vancouver.
Bayesian Analysis of the
Scatterometer Wind Retrieval inverse Problem: Some new Approaches
Dan Cornford, Lehel Csato, David J Evans and Manfred Opper
Journal of the Royal Statistical Society B
Volume 66,
,
2004.
Expectation Consistent Approximate Inference
Manfred Opper and Ole Winther
Journal of Machine Learning Research
2004.
A statistical physics approach for the analysis of machine learning
algorithms on real data.
Manfred Opper and Manfred Opper
Journal of Statistical Mechanics
,
2005.
Approximate inference techniques with expectation constraints
Tom Heskes, Manfred Opper, Wim Wiegerinck, Ole Winther and Onno Zoeter
Journal of Statistical Mechanics
2005.
An approximate inference approach for the pca reconstruction error
Manfred Opper
Proceedings of NIPS2005
2005.
Expectation Consistent Approximate Inference
Manfred Opper and Ole Winther
Journal of Machine Learning Research
2005.
Gaussian Process Approximations of Stochastic Differential Equation
Cedric Archambeau, Dan Cornford, Manfred Opper and John Shawe-Taylor
Journal of Machine Learning Research: Workshop and Conference
Volume 11,
,
2007.
Variational Inference for Diffusion Processes
Cedric Archambeau, Manfred Opper, Yuan Shen, Dan Cornford and John Shawe-Taylor
Advances in Neural Information Processing Systems 2007
2007.
Variational inference for Markov jump processes
Manfred Opper and Guido Sanguinetti
Advances in Neural Information Processing Systems 2007
2008.
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