causal inference

Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought EACL 2026 Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: “One Map, Many Trials” in Satellite-Driven Poverty Analysis AAAI 2026 Debiasing Reward Models via Causally Motivated Inference-Time Intervention ACL 2026 Detecting Unobserved Confounders: A Kernelized Regression Approach AAAI 2026 Differentiable Causal Search CLeaR 2026 Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles ACL 2026 Doubly Robust Causal Estimation Under Multi-View Network Interference (Student Abstract) AAAI 2026 DSAP: Enhancing Generalization in Goal-Conditioned Reinforcement Learning AAAI 2026 DSCF: Dual-Source Counterfactual Fusion for High-Dimensional Combinatorial Interventions AAAI 2026 DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT AAAI 2026 EigenShield: Inference-Time, Model-Agnostic Jailbreaking Defense via Causal Subspace Filtering AAAI 2026 Embedding Network Autoregression for Time Series Analysis and Causal Peer Effect Inference JMLR 2026 Estimating Interventional Outcomes over Time with Causal Normalizing Flow UAI 2026 Experimentation on Endogenous Graphs AAAI 2026 Explicit Modeling of Causal Factors and Confounders for Image Classification AAAI 2026 Fairness under Graph Uncertainty: Achieving Interventional Fairness with Partially Known Causal Graphs over Clusters of Variables UAI 2026 FedSDWC: Federated Synergistic Dual-Representation Weak Causal Learning for OOD AAAI 2026 Flexible Functional Treatment Effect Estimation JMLR 2026 Flow IV: Counterfactual Inference In Nonseparable Outcome Models Using Instrumental Variables CLeaR 2026 Fundamental Limits and Optimal Methods for Sharp Analytical Causal Bounds in Instrumental Variable Models UAI 2026 GAHMN: A Generative Approach for High-Dimensional Mediation Analysis AAAI 2026 Generating Attribute-Aware Human Motions from Textual Prompt AAAI 2026 GeneVAR: Causal MeanFlow for Autoregressive Gene-to-WSI Tile Synthesis CVPR 2026 Group Causal Policy Optimization for Post-Training Large Language Models AAAI 2026 Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models AAAI 2026