"instrumental variables" Papers
4 papers found
Conference
An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
Uzair Akbar, Niki Kilbertus, Hao Shen et al.
NEURIPS 2025spotlightarXiv:2510.25128
Transformers Handle Endogeneity in In-Context Linear Regression
Haodong Liang, Krishna Balasubramanian, Lifeng Lai
ICLR 2025arXiv:2410.01265
4
citations
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification
Ziwei Jiang, Murat Kocaoglu
ICML 2024
Evaluating Instrument Validity using the Principle of Independent Mechanisms
Patrick F. Burauel
ICML 2024