Causal Inference

Conditional Independence for Iterated Belief Revision IJCAI 2022 Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery NeurIPS 2022 Conditions and Assumptions for Constraint-based Causal Structure Learning JMLR 2022 Constants of motion network NeurIPS 2022 Constrained Physical-Statistics Models for Dynamical System Identification and Prediction ICLR 2022 Context-Aware Drift Detection ICML 2022 Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022 Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022 Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract) AAAI 2022 Counterfactual harm NeurIPS 2022 Counterfactual inference of second Opinions UAI 2022 Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022 Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media NeurIPS 2022 Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022 Counterfactual Transportability: A Formal Approach ICML 2022 COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System ACL 2022 CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ACL 2022 Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base NAACL 2022 CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering EMNLP 2022 Cross-domain Named Entity Recognition via Graph Matching ACL 2022 CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification EMNLP 2022 Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection ACL 2022 Data-driven exclusion criteria for instrumental variable studies CLeaR 2022 D-CODE: Discovering Closed-form ODEs from Observed Trajectories ICLR 2022 Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding NeurIPS 2022