direkt zum Inhalt springen

direkt zum Hauptnavigationsmenü

Sie sind hier

TU Berlin

Page Content

List of Publications

Statistical Mechanics of Learning: Generalization

Opper, M.

The Handbook of Brain Theory and Neural Networks, (1st edition). MIT Press, 922-925. 1995

Link to publication Download Bibtex entry

Dynamics of Learning

Kinzel, W. and Opper, M.

Physics of Neural Networks. Springer Verlag, 149–171. 1991

Download Bibtex entry

Pattern Recognition

Opper, M.

Computersimulations in Physics, 20. IFF- Summer School KFA Juelich, 29.1–29.12. 1989

Download Bibtex entry

Learning Rules and Learning Times in Neural Networks

Opper, M.

Dynamics of Networks. Akademie Verlag Berlin, 66-75. 1989

Download Bibtex entry

Statistical Mechanics of Learning in Neural Network Models

Opper, M., Diederich, S. and Anlauf, J. K.

Chaos and Complexity. World Scientific, 219–223. 1987

Download Bibtex entry


Gaussian Process Approximations of Stochastic Differential Equations

Archambeau, C., Cornford, D., Opper, M. and Shawe-Taylor, J.

Journal of Machine Learning Research: Workshop and Conference Proceedings, 1:1–16. 2007

Link to publication Download Bibtex entry

Expectation Consistent Free Energies for Approximate Inference

Opper, M. and Winther, O.

Advances in Neural Information Processing Systems 17 2005

Link to publication Download Bibtex entry

Approximate Analytical Bootstrap Averages for Support Vector Classifiers

Malzahn, D. and Opper, M.

Advances in Neural Information Processing Systems 16. MIT Press. 2004

Link to publication Download Bibtex entry

Variational Linear Response

Opper, M. and Winther, O.

Advances in Neural Information Processing Systems 16. MIT Press. 2004

Link to publication Download Bibtex entry

A Statistical Mechanics Approach to Approximate Analytical Bootstrap Averages

Malzahn, D. and Opper, M.

Advances in Neural Information Processing Systems 15. MIT Press, 327-334. 2003

Link to publication Download Bibtex entry


Data Assimilation with Sequential Gaussian Processes

Csató, L., Cornford, D. and Opper, M.

Uncertainty in geometrical computation, published by: Kluwer. Kluwer, 29-40. 2002

Download Bibtex entry


Asymptotic Universality for Learning Curves of Support Vector Machines

Opper, M. and Urbanczik, R.

Advances in Neural Information Processing Systems 14. MIT Press, 479-486. 2002

Link to publication Download Bibtex entry

Zusatzinformationen / Extras

Quick Access:

Schnellnavigation zur Seite über Nummerneingabe

Auxiliary Functions