"partial identification" Papers

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Conditional Common Entropy for Instrumental Variable Testing and Partial Identification

Ziwei Jiang, Murat Kocaoglu

ICML 2024poster

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

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

ICML 2024poster

Off-policy Evaluation Beyond Overlap: Sharp Partial Identification Under Smoothness

Samir Khan, Martin Saveski, Johan Ugander

ICML 2024poster

Statistical Inference Under Constrained Selection Bias

Santiago Cortes-Gomez, Mateo Dulce Rubio, Carlos Miguel Patiño et al.

ICML 2024poster

Tight Partial Identification of Causal Effects with Marginal Distribution of Unmeasured Confounders

Zhiheng Zhang

ICML 2024spotlight