causal inference

Spatio-Temporal Hierarchical Causal Models AAAI 2026 Temporal Properties of Conditional Independence in Dynamic Bayesian Networks AAAI 2026 Testing Partially-Identifiable Causal Queries Using Ternary Tests UAI 2026 TMAE:Learning Targeted Multi-Agent Exploration via Causal Inference AAAI 2026 Topo-GraT: Learning to Grow with Causal Graph Transformers (Student Abstract) AAAI 2026 Toward Causal Foundation World Models: From Representation to Decision-Making AAAI 2026 Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference AAAI 2026 Toward Trustworthy AI for Decision Making in Population Health AAAI 2026 Transferring Causal Driving Patterns for Generalizable Traffic Simulation with Diffusion-Based Distillation AAAI 2026 Uplift Modeling with Delayed Feedback: Identifiability and Algorithms AAAI 2026 Valid Inference for Treatment Effects under Multimodal Confounding CLeaR 2026 Variance Estimation and Selecting Good Estimands for Causal Effect Queries UAI 2026 What’s Missing in Vision-Language Models? Probing Their Struggles with Causal Order Reasoning EACL 2026 Workload-Preserving Differentially Private Synthetic Data for Causal Inference via Maximum-Entropy Calibration UAI 2026 ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments AAAI 2025 A Causal Framework for Evaluating Deferring Systems AISTATS 2025 A Causal Lens for Evaluating Faithfulness Metrics EMNLP 2025 A Causal Lens for Learning Long-term Fair Policies ICLR 2025 AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025 ADAM: An Embodied Causal Agent in Open-World Environments ICLR 2025 Alleviating Dual Biases in Recommendation (Student Abstract) AAAI 2025 Analysis of Two-Stage Rollout Designs with Clustering for Causal Inference under Network Interference AISTATS 2025 Analyzing (In)Abilities of SAEs via Formal Languages NAACL 2025 An Efficient Dialogue Policy Agent with Model-Based Causal Reinforcement Learning COLING 2025 A Practical Approach to Causal Inference over Time AAAI 2025