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Causal Inference

3,333 papers

Papers per year

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Papers

Learning Prescriptive ReLU Networks ICML 2023
Proximal Causal Learning of Conditional Average Treatment Effects ICML 2023
Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023
PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023
Differentiable Multi-Target Causal Bayesian Experimental Design ICML 2023
Causal Isotonic Calibration for Heterogeneous Treatment Effects ICML 2023
Active Learning based Structural Inference ICML 2023
Estimating Possible Causal Effects with Latent Variables via Adjustment ICML 2023
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs ICML 2023
Stable Estimation of Heterogeneous Treatment Effects ICML 2023
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification ICML 2023
An Instrumental Variable Approach to Confounded Off-Policy Evaluation ICML 2023
Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023
Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise? ICML 2023
From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders ICML 2023
Towards Trustworthy Explanation: On Causal Rationalization ICML 2023
ViT-CX: Causal Explanation of Vision Transformers IJCAI 2023
Sequential Recommendation with Probabilistic Logical Reasoning IJCAI 2023
Inferring Private Valuations from Behavioral Data in Bilateral Sequential Bargaining IJCAI 2023
Quantitative Reasoning and Structural Complexity for Claim-Centric Argumentation IJCAI 2023
Disentanglement of Latent Representations via Causal Interventions IJCAI 2023
A Rule-Based Modal View of Causal Reasoning IJCAI 2023
Some General Identification Results for Linear Latent Hierarchical Causal Structure IJCAI 2023
A Logic-based Approach to Contrastive Explainability for Neurosymbolic Visual Question Answering IJCAI 2023
Explainable Reinforcement Learning via a Causal World Model IJCAI 2023