Causal Inference

Meek Separators and Their Applications in Targeted Causal Discovery NeurIPS 2023 Meta-Causal Learning for Single Domain Generalization CVPR 2023 MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic EMNLP 2023 Minimax Instrumental Variable Regression and L_2 Convergence Guarantees without Identification or Closedness COLT 2023 Misspecification in Inverse Reinforcement Learning AAAI 2023 Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning ICCV 2023 Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023 Mixture of Normalizing Flows for European Option Pricing UAI 2023 MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks NeurIPS 2023 Model-based Causal Bayesian Optimization ICLR 2023 Model-based Causal Discovery for Zero-Inflated Count Data JMLR 2023 Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization ICLR 2023 Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization ACL 2023 More Knowledge, Less Bias: Unbiasing Scene Graph Generation With Explicit Ontological Adjustment WACV 2023 Multiply Robust Federated Estimation of Targeted Average Treatment Effects NeurIPS 2023 Multiply Robust Off-policy Evaluation and Learning under Truncation by Death ICML 2023 Naive regression requires weaker assumptions than factor models to adjust for multiple cause confounding JMLR 2023 Nearest-Neighbor Sampling Based Conditional Independence Testing AAAI 2023 Neural Algorithmic Reasoning with Causal Regularisation ICML 2023 Neural Implicit Representations for Physical Parameter Inference From a Single Video WACV 2023 Neural Microfacet Fields for Inverse Rendering ICCV 2023 Neuro-Symbolic Procedural Planning with Commonsense Prompting ICLR 2023 New metrics and search algorithms for weighted causal DAGs ICML 2023 NewsSense: Reference-free Verification via Cross-document Comparison EMNLP 2023 Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems NeurIPS 2023