causal inference

1619 papers

Explore in graph

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

Neural Algorithmic Reasoning with Causal Regularisation ICML 2023

Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023

Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers ACL 2023

A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models ACL 2023

D-Separation for Causal Self-Explanation NIPS 2023

Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization AAAI 2023

Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023

Stable Learning via Sparse Variable Independence AAAI 2023

Approximate Causal Effect Identification under Weak Confounding ICML 2023

A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data AAAI 2023

Causal Strategic Classification: A Tale of Two Shifts ICML 2023

In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation ICML 2023

Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation AAAI 2023

Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge ICML 2023

Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression CVPR 2023

Understanding the Impact of Competing Events on Heterogeneous Treatment Effect Estimation from Time-to-Event Data AISTATS 2023

Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments AAAI 2023

Vector Causal Inference between Two Groups of Variables AAAI 2023

GaitGCI: Generative Counterfactual Intervention for Gait Recognition CVPR 2023

Layout-Based Causal Inference for Object Navigation CVPR 2023

Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction CVPR 2023

Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing AAAI 2023

Learning Event-Relevant Factors for Video Anomaly Detection AAAI 2023

Meta-Causal Learning for Single Domain Generalization CVPR 2023

Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023