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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

Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-Identification CVPR 2023
Optimized Covariance Design for AB Test on Social Network under Interference NIPS 2023
Estimation of Counterfactual Interventions under Uncertainties ACML 2023
Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains CVPR 2023
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023
Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers ACL 2023
Examining the Causal Impact of First Names on Language Models: The Case of Social Commonsense Reasoning ACL 2023
Causal Deep Reinforcement Learning Using Observational Data IJCAI 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference ACL 2023
A Reinforcement Learning Framework for Dynamic Mediation Analysis ICML 2023
Disentangled Representation for Causal Mediation Analysis AAAI 2023
Understanding Demonstration-based Learning from a Causal Perspective ACL 2023
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training ACL 2023
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models ACL 2023
Causal Bounds in Quasi-Markovian Graphs ICML 2023
Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk ICML 2023
Multiple Robust Learning for Recommendation AAAI 2023
CLadder: Assessing Causal Reasoning in Language Models NIPS 2023
Interventional Bag Multi-Instance Learning on Whole-Slide Pathological Images CVPR 2023
Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
An information-theoretic quantification of the content of communication between brain regions NIPS 2023
Invariant Learning via Probability of Sufficient and Necessary Causes NIPS 2023
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023
Survey and Evaluation of Causal Discovery Methods for Time Series (Extended Abstract) IJCAI 2023
Context De-Confounded Emotion Recognition CVPR 2023