Causal Inference

NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning AISTATS 2023 NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023 Nonlinear Causal Discovery with Latent Confounders ICML 2023 Non-parametric identifiability and sensitivity analysis of synthetic control models CLeaR 2023 Nonparametric Identifiability of Causal Representations from Unknown Interventions NeurIPS 2023 Normalizing Flows for Interventional Density Estimation ICML 2023 Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023 Novel Ordering-Based Approaches for Causal Structure Learning in the Presence of Unobserved Variables AAAI 2023 NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations CVPR 2023 Nyström M-Hilbert-Schmidt independence criterion UAI 2023 Object Pose Estimation With Statistical Guarantees: Conformal Keypoint Detection and Geometric Uncertainty Propagation CVPR 2023 Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning EMNLP 2023 On Data Manifolds Entailed by Structural Causal Models ICML 2023 On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition CLeaR 2023 On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs ICML 2023 On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective NeurIPS 2023 On the Expressive Power of Geometric Graph Neural Networks ICML 2023 On the Identifiability and Estimation of Causal Location-Scale Noise Models ICML 2023 On the Impact of Algorithmic Recourse on Social Segregation ICML 2023 On the Interventional Kullback-Leibler Divergence CLeaR 2023 On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NeurIPS 2023 Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023 OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping NeurIPS 2023 Optimal Transport for Treatment Effect Estimation NeurIPS 2023 Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential Decision Making NeurIPS 2023