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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

Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport AAAI 2025
ERCI: An Explainable Experience Replay Approach with Causal Inference for Deep Reinforcement Learning AAAI 2025
An Efficient Dialogue Policy Agent with Model-Based Causal Reinforcement Learning COLING 2025
Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025
Causal Inference with Large Language Model: A Survey NAACL 2025
Learn from Failure: Causality-guided Contrastive Learning for Generalizable Implicit Hate Speech Detection COLING 2025
TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion COLING 2025
CausalEval: Towards Better Causal Reasoning in Language Models NAACL 2025
Enhancing Predictive Imaging Biomarker Discovery through Treatment Effect Analysis WACV 2025
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025
Invariant Shape Representation Learning for Image Classification WACV 2025
Mitigating Language Confusion through Inference-time Intervention COLING 2025
Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding JMLR 2025
Locally Private Causal Inference for Randomized Experiments JMLR 2025
Degree of Interference: A General Framework For Causal Inference Under Interference JMLR 2025
Semantic Causality-Aware Vision-Based 3D Occupancy Prediction ICCV 2025
DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data JMLR 2025
Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings JMLR 2025
Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification COLING 2025
CausalGraph2LLM: Evaluating LLMs for Causal Queries NAACL 2025
Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning IJCAI 2025
Transport-based Counterfactual Models JMLR 2024
A Semi-parametric Estimation of Personalized Dose-response Function Using Instrumental Variables JMLR 2024
DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models JMLR 2024
Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond JMLR 2024