"heterogeneous treatment effects" Papers

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Differentially private learners for heterogeneous treatment effects

Maresa Schröder, Valentyn Melnychuk, Stefan Feuerriegel

ICLR 2025arXiv:2503.03486

DoseSurv: Predicting Personalized Survival Outcomes under Continuous-Valued Treatments

Moritz Gögl, Yu Liu, Christopher Yau et al.

Multi-Accurate CATE is Robust to Unknown Covariate Shifts

Angela Zhou, Christoph Kern, Michael Kim

DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation

Yinjun Wu, Mayank Keoliya, Kan Chen et al.

ICML 2024spotlightarXiv:2406.00611

Inverse-Variance Weighting for Estimation of Heterogeneous Treatment Effects

Aaron Fisher

KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs

Ruoqi Liu, Lingfei Wu, Ping Zhang

AAAI 2024paperarXiv:2403.03791

Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model

Shunsuke Horii, Yoichi Chikahara

AAAI 2024paperarXiv:2312.10435