Schröder, Maresa

8 publications

NeurIPS 2025 Conformal Prediction for Causal Effects of Continuous Treatments Maresa Schröder, Dennis Frauen, Jonas Schweisthal, Konstantin Hess, Valentyn Melnychuk, Stefan Feuerriegel

ICLR 2025 Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets Yuxin Wang, Maresa Schröder, Dennis Frauen, Jonas Schweisthal, Konstantin Hess, Stefan Feuerriegel

ICLR 2025 Differentially Private Learners for Heterogeneous Treatment Effects Maresa Schröder, Valentyn Melnychuk, Stefan Feuerriegel

ICML 2025 Learning Representations of Instruments for Partial Identification of Treatment Effects Jonas Schweisthal, Dennis Frauen, Maresa Schröder, Konstantin Hess, Niki Kilbertus, Stefan Feuerriegel

ICLRW 2025 Learning Representations of Instruments for Partial Identification of Treatment Effects Jonas Schweisthal, Dennis Frauen, Maresa Schröder, Konstantin Hess, Niki Kilbertus, Stefan Feuerriegel

NeurIPS 2025 Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data Dennis Frauen, Maresa Schröder, Konstantin Hess, Stefan Feuerriegel

ICLR 2024 Causal Fairness Under Unobserved Confounding: A Neural Sensitivity Framework Maresa Schröder, Dennis Frauen, Stefan Feuerriegel

ICLRW 2023 Post-Hoc Saliency Methods Fail to Capture Latent Feature Importance in Time Series Data Maresa Schröder, Alireza Zamanian, Narges Ahmidi