structural causal model

The Relativity of Causal Knowledge UAI 2025 Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery CLeaR 2025 Visual Representation Learning through Causal Intervention for Controllable Image Editing CVPR 2025 A Bayesian Quantification of Aporophobia and the Aggravating Effect of Low–Wealth Contexts on Stigmatization NAACL 2024 Achievable distributional robustness when the robust risk is only partially identified NeurIPS 2024 A Divide and Conquer Approach for Solving Structural Causal Models PGM 2024 Adversarial Causal Bayesian Optimization ICLR 2024 A Fixed-Point Approach for Causal Generative Modeling ICML 2024 A Global Markov Property for Solutions of Stochastic Difference Equations and the corresponding Full Time Graphs UAI 2024 A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution NAACL 2024 Axiomatic effect propagation in structural causal models JMLR 2024 Benchmarking Counterfactual Image Generation NeurIPS 2024 Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling IJCAI 2024 Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces AAAI 2024 Causal Bandits with General Causal Models and Interventions AISTATS 2024 Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis AAAI 2024 Causal discovery with endogenous context variables NeurIPS 2024 Causal Effect Identification in a Sub-Population with Latent Variables NeurIPS 2024 Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks ICLR 2024 Causal Optimal Transport of Abstractions CLeaR 2024 CausVSR: Causality Inspired Visual Sentiment Recognition IJCAI 2024 Consistency of Neural Causal Partial Identification NeurIPS 2024 Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets NeurIPS 2024 Correlation-Induced Label Prior for Semi-Supervised Multi-Label Learning ICML 2024 Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows PGM 2024