Learning Curves for Gaussian Processes Regression: A Framework for Good Approximations. - Dörthe Malzahn; Manfred Opper (NIPS, 2000)

Speichereigenschaften korrelierter neuronaler Netzwerke. - Dörthe Malzahn (2000)

Learning Curves for Gaussian Processes Models: Fluctuations and Universality. - Dörthe Malzahn; Manfred Opper (ICANN, 2001)

A Variational Approach to Learning Curves. - Dörthe Malzahn; Manfred Opper (NIPS, 2001)

A Statistical Mechanics Approach to Approximate Analytical Bootstrap Averages. - Dörthe Malzahn; Manfred Opper (NIPS, 2002)

Approximate Analytical Bootstrap Averages for Support Vector Classifiers. - Dörthe Malzahn; Manfred Opper (NIPS, 2003)

Learning curves and bootstrap estimates for inference with Gaussian processes: A statistical mechanics study. - Dörthe Malzahn; Manfred Opper (Complex., 2003)

An Approximate Analytical Approach to Resampling Averages. - Dörthe Malzahn; Manfred Opper (J. Mach. Learn. Res., 2003)