Dominik Rothenhäusler

According to our database, Dominik Rothenhäusler authored at least 11 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Robustness of Refugee-Matching Gains to Off-Policy Evaluation Choices.

Kirk Bansak, Elisabeth Paulson, Dominik Rothenhäusler, Jeremy Ferwerda, Jens Hainmueller, Michael Hotard

CoRR, May, 2026

2025

CTRL Your Shift: Clustered Transfer Residual Learning for Many Small Datasets.

Gauri Jain, Dominik Rothenhäusler, Kirk Bansak, Elisabeth Paulson

CoRR, August, 2025

Optimal Empirical Risk Minimization under Temporal Distribution Shifts.

Yujin Jeong, Ramesh Johari, Dominik Rothenhäusler, Emily B. Fox

CoRR, July, 2025

Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty.

Yujin Jeong, Dominik Rothenhäusler

J. Mach. Learn. Res., 2025

2024

Beyond Reweighting: On the Predictive Role of Covariate Shift in Effect Generalization.

Ying Jin, Naoki Egami, Dominik Rothenhäusler

CoRR, 2024

Learning Under Random Distributional Shifts.

Kirk C. Bansak, Elisabeth Paulson, Dominik Rothenhäusler

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Modular Regression: Improving Linear Models by Incorporating Auxiliary Data.

Ying Jin, Dominik Rothenhäusler

J. Mach. Learn. Res., 2023

Random Distribution Shift in Refugee Placement: Strategies for Building Robust Models.

Kirk Bansak, Elisabeth Paulson, Dominik Rothenhäusler

CoRR, 2023

The s-value: evaluating stability with respect to distributional shifts.

Suyash Gupta, Dominik Rothenhäusler

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Causal Aggregation: Estimation and Inference of Causal Effects by Constraint-Based Data Fusion.

Jaime Roquero Gimenez, Dominik Rothenhäusler

J. Mach. Learn. Res., 2022

2015

BACKSHIFT: Learning causal cyclic graphs from unknown shift interventions.

Dominik Rothenhäusler, Christina Heinze, Jonas Peters, Nicolai Meinshausen

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015