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Causal Inference

3310 directly classified papers

Papers per year

Papers

Mediation Analysis for Probabilities of Causation AAAI 2025
Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction IJCAI 2025
Flow-based Time-aware Causal Structure Learning for Sequential Recommendation IJCAI 2025
Disconfounding Fake News Video Explanation with Causal Inference IJCAI 2025
Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025
Learning Local Neighborhoods of Non-Gaussian Graphical Models AAAI 2025
Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025
Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification COLING 2025
Causality-Inspired Disentanglement for Fair Graph Neural Networks IJCAI 2025
Inferring Past Human Actions in Homes with Abductive Reasoning WACV 2025
Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity WACV 2025
Invariant Shape Representation Learning for Image Classification WACV 2025
Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching AAAI 2025
Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs WACV 2025
Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection WACV 2025
ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments AAAI 2025
DCILP: A Distributed Approach for Large-Scale Causal Structure Learning AAAI 2025
Recursive Causal Discovery JMLR 2025
Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport AAAI 2025
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025
FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning AAAI 2025
Degree of Interference: A General Framework For Causal Inference Under Interference JMLR 2025
CASE: Large Scale Topic Exploitation for Decision Support Systems COLING 2025
SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News ACL 2025
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability JMLR 2025