Dominik Rothenhäusler

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 5

Top Topics

Negative Binomial

Causal Bayesian Networks

Top Venues

J. Mach. Learn. Res.

Publications

Kirk C. Bansak, Elisabeth Paulson, Dominik Rothenhäusler
Learning Under Random Distributional Shifts. AISTATS (2024)
Suyash Gupta, Dominik Rothenhäusler
The s-value: evaluating stability with respect to distributional shifts. NeurIPS (2023)
Kirk Bansak, Elisabeth Paulson, Dominik Rothenhäusler
Random Distribution Shift in Refugee Placement: Strategies for Building Robust Models. CoRR (2023)
Jaime Roquero Gimenez, Dominik Rothenhäusler
Causal Aggregation: Estimation and Inference of Causal Effects by Constraint-Based Data Fusion. J. Mach. Learn. Res. 23 (2022)
Dominik Rothenhäusler, Christina Heinze, Jonas Peters, Nicolai Meinshausen
BACKSHIFT: Learning causal cyclic graphs from unknown shift interventions. NIPS (2015)