conftrace_

proximal causal inference

4 papers

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Also known as

PCI

Co-occurring keywords

kernel machine learning (1) synthetic control (16) average treatment effect (38) proxy variable (14) treatment regime (6) generalized method of moment (9) clinical text (191) confounding bia (18) zero-shot prediction (17) proximal inference (2)

Papers

Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024
Proximal Causal Inference With Text Data NIPS 2024
Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference AISTATS 2022