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The Geometry of Metric Spaces
(2019-11-04)
This Master’s Thesis investigates the geometry of different metric spaces. There are three types of metrics and metric spaces in our main focus. First, we will focus on the complex plane with the usual Euclidean metric ...
Correlation, mutual information and neural networks
(2021-09-28)
This Master's thesis focuses on different measures of dependence. To study correlation, we introduce not only Pearson's, Spearman's and Kendall's correlation coefficients but also the maximal correlation coefficient. We ...