Klemens Böhm

PrivEnergy

2018

The energy transition is a core challenge of today's society. Data-driven services are necessary to encourage households to participate in this transition, but have to respect the individual privacy concerns of the data owners. To …

Active Learning of SVDD Hyperparameter Values

2020

Support Vector Data Description (SVDD) is a popular one-class classifier, and well-suited for outlier detection. However, the effectiveness of SVDD depends on selecting good hyperparameter values - a difficult problem that has received significant attention …