2025 "observational data" Papers

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Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data

Shuli Zhang, Hao Zhou, Jiaqi Zheng et al.

NeurIPS 2025posterarXiv:2510.19517

Causal Discovery via Bayesian Optimization

Bao Duong, Sunil Gupta, Thin Nguyen

ICLR 2025posterarXiv:2501.14997
1
citations

Differentially private learners for heterogeneous treatment effects

Maresa Schröder, Valentyn Melnychuk, Stefan Feuerriegel

ICLR 2025posterarXiv:2503.03486
3
citations

Multi-Accurate CATE is Robust to Unknown Covariate Shifts

Angela Zhou, Christoph Kern, Michael Kim

ICLR 2025poster
3
citations