Textor, Johannes

9 publications

UAI 2025 Expert-in-the-Loop Causal Discovery: Iterative Model Refinement Using Expert Knowledge Ankur Ankan, Johannes Textor

MLOSS 2024 Pgmpy: A Python Toolkit for Bayesian Networks Ankur Ankan, Johannes Textor

AAAI 2023 A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data Ankur Ankan, Johannes Textor

AISTATS 2023 Combining Graphical and Algebraic Approaches for Parameter Identification in Latent Variable Structural Equation Models Ankur Ankan, Inge Wortel, Kenneth Bollen, Johannes Textor

UAI 2015 A Complete Generalized Adjustment Criterion Emilija Perkovic, Johannes Textor, Markus Kalisch, Marloes H. Maathuis

IJCAI 2015 Efficiently Finding Conditional Instruments for Causal Inference Benito van der Zander, Johannes Textor, Maciej Liskiewicz

UAI 2015 Learning from Pairwise Marginal Independencies Johannes Textor, Alexander Idelberger, Maciej Liskiewicz

UAI 2014 Constructing Separators and Adjustment Sets in Ancestral Graphs Benito van der Zander, Maciej Liskiewicz, Johannes Textor

UAI 2011 Adjustment Criteria in Causal Diagrams: An Algorithmic Perspective Johannes Textor, Maciej Liskiewicz