Search for dissertations about: "measure of maximal entropy"
Found 2 swedish dissertations containing the words measure of maximal entropy.
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1. Aspects of Spatial Random Processes
Abstract : This thesis consists of five papers dealing with various aspects of spatial random processes. In the first three papers the main focus is on a special class of such processes, namely measures of maximal entropy for subshifts of finite type. READ MORE
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2. An Information-Theoretic Approach to Generalization Theory
Abstract : In this thesis, we investigate the in-distribution generalization of machine learning algorithms, focusing on establishing rigorous upper bounds on the generalization error. We depart from traditional complexity-based approaches by introducing and analyzing information-theoretic bounds that quantify the dependence between a learning algorithm and the training data. READ MORE