conftrace_

proximal causal learning

4 papers

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Also known as

PCL

Co-occurring keywords · papers mentioning both

causal inference (3) moment restriction (1) kernel methods (1) two-stage regression (1) nuisance function (1) kernel estimator (1) continuous treatment (1) latent confounder (1) proxy variable (1) instrumental variable (1)

Papers

Instrumental and Proximal Causal Inference with Gaussian Processes UAI 2026 Doubly Robust Proximal Causal Learning for Continuous Treatments ICLR 2024 Proxy Methods for Domain Adaptation AISTATS 2024 Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction ICML 2021