7 citations · 8 across the 4 of their papers we have counts for
4 papers
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…
Supervised topological data analysis for MALDI mass spectrometry imaging applications
Gideon Klaila, Vladimir Vutov, Anastasios Stefanou
Background: Matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI MSI) displays significant potential for applications in cancer research, especially in tumo…
Multiple multi-sample testing under arbitrary covariance dependency
Vladimir Vutov, Thorsten Dickhaus
Modern high-throughput biomedical devices routinely produce data on a large scale, and the analysis of high-dimensional datasets has become commonplace in biomedical studies. Howev…
Multiple two-sample testing under arbitrary covariance dependency with an application in imaging mass spectrometry
Vladimir Vutov, Thorsten Dickhaus
Large-scale hypothesis testing has become a ubiquitous problem in high-dimensional statistical inference, with broad applications in various scienfitic disciplines. One relevant ap…