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Original title:
Contributions to the Theory of Positive Definite Functions and their Role in Applications 
Year:
2011 
Document type:
Habilitation 
Institution:
Fakultät für Mathematik 
Language:
en 
Subject group:
MAT Mathematik 
Abstract:
Learning comprises the ability to infer knowledge from given evidence with the aim to use the knowledge in the course of life. Given the amount of evidence we are confronted with, such a task has to be performed in a highly efficient way. In mathematical terms, we can think of a set of given data, posing the problem to estimate an unknown functional relation capturing the essentials of the data. Dealing with data efficiently, we need to incorporate a bias term, restricting the space of possible...    »
 
Oral examination:
27.07.2011 
Last change:
03.03.2015