97 citations · 161 across the 22 of their papers we have counts for
3 papers · 1 filter
Integrating Transformations in Probabilistic Circuits
Tom Schierenbeck, Vladimir Vutov, Thorsten Dickhaus +1
This study addresses the predictive limitation of probabilistic circuits and introduces transformations as a remedy to overcome it. We demonstrate this limitation in robotic scenar…
Regionalization approaches for the spatial analysis of extremal dependence
Justus Contzen, Thorsten Dickhaus, Gerrit Lohmann
The impact of an extreme climate event depends strongly on its geographical scale. Max-stable processes can be used for the statistical investigation of climate extremes and their…
On the closed-loop Volterra method for analyzing time series
Maryam Movahedifar, Thorsten Dickhaus
The main focus of this paper is to approximate time series data based on the closed-loop Volterra series representation. Volterra series expansions are a valuable tool for represen…