Skip to content
conftrace_

proximal causal inference

7 papers

Explore in graph

Also known as

PCI

Co-occurring keywords · papers mentioning both

influence function (2) causal inference (2) kernel machine learning (1) instrumental variable (1) synthetic control (1) average treatment effect (1) proxy variable (1) conditional moment restriction (1) treatment regime (1) generalized method of moment (1)

Papers

Proximal Identification and Estimation in Front-Door Causal Structures with Unobserved Confounding of the Mediator UAI 2026 Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024 Proximal Causal Inference With Text Data NeurIPS 2024 Inference on Strongly Identified Functionals of Weakly Identified Functions COLT 2023 Optimal Treatment Regimes for Proximal Causal Learning NeurIPS 2023 Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes ICLR 2023 Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference AISTATS 2022