"instrumental variable" Papers

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Beyond the Average: Distributional Causal Inference under Imperfect Compliance

Undral Byambadalai, Tomu Hirata, Tatsushi Oka et al.

NEURIPS 2025arXiv:2509.15594
1
citations

Efficient Adaptive Experimentation with Noncompliance

Miruna Oprescu, Brian Cho, Nathan Kallus

NEURIPS 2025arXiv:2505.17468

Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments

Jonas Schweisthal, Dennis Frauen, M van der Schaar et al.

ICML 2024arXiv:2406.02464
10
citations

Predictive Performance Comparison of Decision Policies Under Confounding

Luke Guerdan, Amanda Coston, Ken Holstein et al.

ICML 2024arXiv:2404.00848
1
citations