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stat.ML2026

Detecting Unobserved Confounders: A Kernelized Regression Approach

Yikai Chen, Yunxin Mao, Chunyuan Zheng +7

Detecting unobserved confounders is crucial for reliable causal inference in observational studies. Existing methods require either linearity assumptions or multiple heterogeneous…