Causal Inference

Diffusion Network Inference from Partial Observations AAAI 2021 Diffusion Source Identification on Networks with Statistical Confidence ICML 2021 Directed Spectrum Measures Improve Latent Network Models Of Neural Populations NeurIPS 2021 Disambiguatory Signals are Stronger in Word-initial Positions EACL 2021 Discovering Fully Oriented Causal Networks AAAI 2021 Discovering Hidden Physics Behind Transport Dynamics CVPR 2021 Disentangling mixtures of unknown causal interventions UAI 2021 DistAI: Data-Driven Automated Invariant Learning for Distributed Protocols OSDI 2021 Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021 Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies NAACL 2021 Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models ACL 2021 Domain adaptation under structural causal models JMLR 2021 Double/Debiased Machine Learning for Dynamic Treatment Effects NeurIPS 2021 Double Machine Learning Density Estimation for Local Treatment Effects with Instruments NeurIPS 2021 Dynamic Causal Bayesian Optimization NeurIPS 2021 Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language NeurIPS 2021 Efficient Online Estimation of Causal Effects by Deciding What to Observe NeurIPS 2021 Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations EACL 2021 Enhancing Model Robustness and Fairness with Causality: A Regularization Approach EMNLP 2021 Enhancing Multiple-Choice Question Answering with Causal Knowledge NAACL 2021 Entropic Inequality Constraints from e-separation Relations in Directed Acyclic Graphs with Hidden Variables UAI 2021 Equivalent Causal Models AAAI 2021 Error Causal inference for Multi-Fusion models NAACL 2021 Estimating Identifiable Causal Effects on Markov Equivalence Class through Double Machine Learning ICML 2021 Estimating Identifiable Causal Effects through Double Machine Learning AAAI 2021