Dörthe Malzahn

According to our database, Dörthe Malzahn authored at least 8 papers between 2000 and 2003.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2003

An Approximate Analytical Approach to Resampling Averages.

Dörthe Malzahn, Manfred Opper

J. Mach. Learn. Res., 2003

Learning curves and bootstrap estimates for inference with Gaussian processes: A statistical mechanics study.

Dörthe Malzahn, Manfred Opper

Complex., 2003

Approximate Analytical Bootstrap Averages for Support Vector Classifiers.

Dörthe Malzahn, Manfred Opper

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002

A Statistical Mechanics Approach to Approximate Analytical Bootstrap Averages.

Dörthe Malzahn, Manfred Opper

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001

A Variational Approach to Learning Curves.

Dörthe Malzahn, Manfred Opper

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Learning Curves for Gaussian Processes Models: Fluctuations and Universality.

Dörthe Malzahn, Manfred Opper

Proceedings of the Artificial Neural Networks, 2001

2000

Speichereigenschaften korrelierter neuronaler Netzwerke.

Dörthe Malzahn

PhD thesis, 2000

Learning Curves for Gaussian Processes Regression: A Framework for Good Approximations.

Dörthe Malzahn, Manfred Opper

Proceedings of the Advances in Neural Information Processing Systems 13, 2000