conftrace_

unobserved confounder

19 papers

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Also known as

UC

Co-occurring keywords

causal inference (1630) causal identification (37) imitation learning (744) causal imitation learning (4) treatment effect (134) observational datum (109) proxy variable (14) causal bound (10) causal imitation (2) structural causal model (184)

Papers

Spatio-Temporal Hierarchical Causal Models AAAI 2026
Detecting Unobserved Confounders: A Kernelized Regression Approach AAAI 2026
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs AAAI 2024
Scores for Learning Discrete Causal Graphs with Unobserved Confounders AAAI 2024
Causal Imitation for Markov Decision Processes: a Partial Identification Approach NIPS 2024
Offline Policy Evaluation and Optimization Under Confounding AISTATS 2024
Sequential Deconfounding for Causal Inference with Unobserved Confounders CLEAR 2024
Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders NIPS 2023
The Proximal ID Algorithm JMLR 2023
Causal Bounds in Quasi-Markovian Graphs ICML 2023
Kernel Conditional Moment Constraints for Confounding Robust Inference AISTATS 2023
Scalable Computation of Causal Bounds ICML 2022
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NIPS 2022
Learning Human Driving Behaviors with Sequential Causal Imitation Learning AAAI 2022
A Proxy Variable View of Shared Confounding ICML 2021
Sequential Causal Imitation Learning with Unobserved Confounders NIPS 2021
Counterfactual Randomization: Rescuing Experimental Studies from Obscured Confounding AAAI 2019
Counterfactual Data-Fusion for Online Reinforcement Learners ICML 2017
Bandits with Unobserved Confounders: A Causal Approach NIPS 2015