Maresa Schröder

Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference

SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis

Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data

Differentially private learners for heterogeneous treatment effects

Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets

Conformal Prediction for Causal Effects of Continuous Treatments

Conformal prediction for causal effects of continuous treatments

Learning Representations of Instruments for Partial Identification of Treatment Effects

Learning Representations of Instruments for Partial Identification of Treatment Effects