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causal inference

1619 papers

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Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

Estimating Average Causal Effects from Patient Trajectories AAAI 2023
Causal Inference with Conditional Instruments Using Deep Generative Models AAAI 2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023
Causal normalizing flows: from theory to practice NIPS 2023
Generator Identification for Linear SDEs with Additive and Multiplicative Noise NIPS 2023
Intervention Generalization: A View from Factor Graph Models NIPS 2023
CLIP-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments NIPS 2023
Detecting hidden confounding in observational data using multiple environments NIPS 2023
Multiply Robust Federated Estimation of Targeted Average Treatment Effects NIPS 2023
Invariant Feature Regularization for Fair Face Recognition ICCV 2023
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions NIPS 2023
Learning Prescriptive ReLU Networks ICML 2023
Counterfactually Comparing Abstaining Classifiers NIPS 2023
Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions NIPS 2023
Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation NIPS 2023
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation NIPS 2023
Interventional Probing in High Dimensions: An NLI Case Study EACL 2023
Zero-shot causal learning NIPS 2023
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach NIPS 2023
Jump Interval-Learning for Individualized Decision Making with Continuous Treatments JMLR 2023
Causal Imitability Under Context-Specific Independence Relations NIPS 2023
Estimating Propensity for Causality-based Recommendation without Exposure Data NIPS 2023
Pairwise Causality Guided Transformers for Event Sequences NIPS 2023
Variational Causal Inference Network for Explanatory Visual Question Answering ICCV 2023
VaRT: Variational Regression Trees NIPS 2023