causal inference

Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023 Learning Linear Causal Representations from Interventions under General Nonlinear Mixing NeurIPS 2023 Learning Prescriptive ReLU Networks ICML 2023 Learning Treatment Effects from Observational and Experimental Data AISTATS 2023 Logic and Commonsense-Guided Temporal Knowledge Graph Completion AAAI 2023 Meta-Causal Learning for Single Domain Generalization CVPR 2023 Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning ICCV 2023 Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023 Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization ICLR 2023 Multiple Robust Learning for Recommendation AAAI 2023 Multiply Robust Federated Estimation of Targeted Average Treatment Effects NeurIPS 2023 Multiply Robust Off-policy Evaluation and Learning under Truncation by Death ICML 2023 Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains CVPR 2023 Neural Algorithmic Reasoning with Causal Regularisation ICML 2023 Non-parametric identifiability and sensitivity analysis of synthetic control models CLeaR 2023 Non-stationary Experimental Design under Linear Trends NeurIPS 2023 Normalizing Flows for Interventional Density Estimation ICML 2023 No time to waste: practical statistical contact tracing with few low-bit messages AISTATS 2023 On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition CLeaR 2023 On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs ICML 2023 On Learning Necessary and Sufficient Causal Graphs NeurIPS 2023 On the Identifiability and Estimation of Causal Location-Scale Noise Models ICML 2023 On the Impact of Algorithmic Recourse on Social Segregation ICML 2023 On the Relationship Between Explanation and Prediction: A Causal View ICML 2023 Optimal and Fair Encouragement Policy Evaluation and Learning NeurIPS 2023