Publications

Semiparametric Inference for Half-Trek Estimators in Linear Structural Equation Models

Leopold Mareis, Nils Sturma, Mathias Drton.
Accepted at PGM 2026
arXiv

Cost-Aware Optimized Front-Door Experimental Design

Leopold Mareis, Mathias Drton.
Accepted at CLeaR 2026
arXiv, presentation, poster, code, notebook

MaRDI’s Zenodo Community for Graphical Modeling and Causal Inference

Leopold Mareis, Stephan Haug, Mathias Drton
2nd Conference on Research Data Infrastructure (CoRDI), 2025.
paper, poster, website

Low-gradient magnetic separation in Biotechnology: Parameter identification and model-guided scale up

Jan-Angelus Meyer, Jennifer Pierick, Leopold Mareis, Dorian Röhring, Nathalie Opilo, Georg Garnweitner, Rainer Krull
Separation and Purification Technology, 2025. vol. 379, part 1, art. no. 134836.
paper, poster (by J. Meyer)

Optimizing Experimental Design for Causal Effect Estimation with Partial Measurements

Leopold Mareis
Communications in Computer and Information Science, 2024, vol. 2200, pp. 74-85.
paper, presentation, poster

Development and certification of clinical AI software

Narges Ahmidi, Leopold Mareis
Medizintechnik, 2023, vol. 143, no. 3, pp. 13–16.
article

Software

Partially Specified Causal Simulations

Alireza Zamanian, Leopold Mareis, Narges Ahmidi
arXiv, Python package