conftrace_

proxy variable

14 papers

Explore in graph

Co-occurring keywords

causal inference (1630) causal identification (37) latent confounder (33) unobserved confounding (23) unobserved confounder (19) latent variable (541) causal effect estimation (69) domain adaptation (4595) latent subgroup shift (1) concept variable (1)

Papers

Proxy Methods for Domain Adaptation AISTATS 2024
A Cross-Moment Approach for Causal Effect Estimation NIPS 2023
Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023
Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023
The Proximal ID Algorithm JMLR 2023
Causal Discovery from Subsampled Time Series with Proxy Variables NIPS 2023
Proximal Causal Learning of Conditional Average Treatment Effects ICML 2023
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NIPS 2022
On Testing for Discrimination Using Causal Models AAAI 2022
Causal Identification with Matrix Equations NIPS 2021
A Proxy Variable View of Shared Confounding ICML 2021
Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation NIPS 2021
Regularizing towards Causal Invariance: Linear Models with Proxies ICML 2021
On Multi-Cause Approaches to Causal Inference with Unobserved Counfounding: Two Cautionary Failure Cases and A Promising Alternative AISTATS 2019