Causal Inference

R3 Adversarial Network for Cross Model Face Recognition CVPR 2019 Recovering dropped pronouns in Chinese conversations via modeling their referents NAACL 2019 Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test AAAI 2019 Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series MLHC 2019 Rewarding Coreference Resolvers for Being Consistent with World Knowledge EMNLP 2019 Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness ICML 2019 Robust Multi-agent Counterfactual Prediction NeurIPS 2019 Sample Efficient Active Learning of Causal Trees NeurIPS 2019 Satisfaction and Implication of Integrity Constraints in Ontology-based Data Access IJCAI 2019 Selecting causal brain features with a single conditional independence test per feature NeurIPS 2019 Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019 Sensitivity Analysis of Linear Structural Causal Models ICML 2019 Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment ACL 2019 Size of Interventional Markov Equivalence Classes in random DAG models AISTATS 2019 Social IQa: Commonsense Reasoning about Social Interactions EMNLP 2019 Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering NeurIPS 2019 Stability of Linear Structural Equation Models of Causal Inference UAI 2019 Statistical Foundations of Virtual Democracy ICML 2019 Structural Causal Bandits with Non-Manipulable Variables AAAI 2019 Structural Relational Reasoning of Point Clouds CVPR 2019 Structural Supervision Improves Learning of Non-Local Grammatical Dependencies NAACL 2019 Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules NeurIPS 2019 Temporal Information Design in Contests IJCAI 2019 Testing Conditional Independence on Discrete Data using Stochastic Complexity AISTATS 2019 The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data NeurIPS 2019