Katja Ickstadt

Full Professor, Faculty of Statistics, Technische Universität Dortmund

Joined

May 2025

Names

Katja Ickstadt (Preferred)

Emails

****@statistik.tu-dortmund.de (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

Faculty of Statistics, Technische Universität Dortmund (tu-dortmund.de)

2001 – Present

Advisors, Relations & Conflicts

Coauthor

Nadja Klein

2021 – Present

Coauthor

Alexander Munteanu

2012 – Present

Expertise

Bayesian statistics

1990 – Present

Publications

Scalable Learning of Multivariate Distributions via Coresets
Zeyu Ding, Katja Ickstadt, Nadja Klein, Alexander Munteanu, Simon Omlor
- AISTATS 2026 Poster
- Readers: Everyone
Is there a role for statistics in artificial intelligence?
Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
- Adv. Data Anal. Classif. 2022
- Readers: Everyone
Correction to: Combining heterogeneous subgroups with graph-structured variable selection priors for Cox regression
Katrin Madjar, Manuela Zucknick, Katja Ickstadt, Jörg Rahnenführer
- BMC Bioinform. 2022
- Readers: Everyone
shinybrms: Fitting Bayesian Regression Models Using a Graphical User Interface for the R Package brms
Frank Weber, Katja Ickstadt, Änne Glass
- R J. 2022
- Readers: Everyone
Bayesian Analysis for Dimensionality and Complexity Reduction
Zeyu Ding, Katja Ickstadt, Alexander Munteanu
- Mach. Learn. under Resour. Constraints Vol. 3 (3) 2022
- Readers: Everyone
Combining heterogeneous subgroups with graph-structured variable selection priors for Cox regression
Katrin Madjar, Manuela Zucknick, Katja Ickstadt, Jörg Rahnenführer
- BMC Bioinform. 2021
- Readers: Everyone
Streaming statistical models via Merge & Reduce
Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Christian Sohler
- 2020 (modified: 14 May 2025)
- Int. J. Data Sci. Anal. 2020
- Readers: Everyone
Is there a role for statistics in artificial intelligence?
Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
- 2020 (modified: 14 May 2025)
- CoRR 2020
- Readers: Everyone
Data Science: the impact of statistics
Claus Weihs, Katja Ickstadt
- Int. J. Data Sci. Anal. 2018
- Readers: Everyone
Bayesian prediction for a jump diffusion process - With application to crack growth in fatigue experiments
Simone Hermann, Katja Ickstadt, Christine H. Müller
- Reliab. Eng. Syst. Saf. 2018
- Readers: Everyone

View all 27 publications

Co-Authors

View all 73 co-authors