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Causal Inference

3310 directly classified papers

Papers per year

Papers

Cause-Effect Inference in Location-Scale Noise Models: Maximum Likelihood vs. Independence Testing NIPS 2023
Optimal Transport for Treatment Effect Estimation NIPS 2023
Identification of Nonlinear Latent Hierarchical Models NIPS 2023
CLadder: Assessing Causal Reasoning in Language Models NIPS 2023
Thermal Spread Functions (TSF): Physics-Guided Material Classification CVPR 2023
Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training CVPR 2023
Generator Identification for Linear SDEs with Additive and Multiplicative Noise NIPS 2023
Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control NIPS 2023
An Efficient Doubly-Robust Test for the Kernel Treatment Effect NIPS 2023
Causal normalizing flows: from theory to practice NIPS 2023
A Meta-Reinforcement Learning Algorithm for Causal Discovery CLEAR 2023
High Precision Causal Model Evaluation with Conditional Randomization NIPS 2023
Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery NIPS 2023
Meek Separators and Their Applications in Targeted Causal Discovery NIPS 2023
Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023
Assumption violations in causal discovery and the robustness of score matching NIPS 2023
Lifted Inference with Linear Order Axiom AAAI 2023
Document-Level Event Argument Extraction With a Chain Reasoning Paradigm ACL 2023
Intriguing Effect of the Correlation Prior on ICD-9 Code Assignment ACL 2023
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts ACL 2023
Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions CLEAR 2023
Backtracking Counterfactuals CLEAR 2023
Enhancing Causal Discovery from Robot Sensor Data in Dynamic Scenarios CLEAR 2023
On the Interventional Kullback-Leibler Divergence CLEAR 2023
Factual Observation Based Heterogeneity Learning for Counterfactual Prediction CLEAR 2023