Causal Inference

An Analysis of the Adaptation Speed of Causal Models AISTATS 2021 An End-to-End Network for Emotion-Cause Pair Extraction EACL 2021 An Information-Theoretic Approach on Causal Structure Learning for Heterogeneous Data Characteristics of Real-World Scenarios IJCAI 2021 ANOCE: Analysis of Causal Effects with Multiple Mediators via Constrained Structural Learning ICLR 2021 An Online Sequential Test for Qualitative Treatment Effects JMLR 2021 Anonymous Speaker Clusters: Making Distinctions Between Anonymised Speech Recordings with Clustering Interface Interspeech 2021 Answering Complex Causal Queries With the Maximum Causal Set Effect NeurIPS 2021 Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021 Approximate Distributionally Robust Nonlinear Optimization with Application to Model Predictive Control: A Functional Approach L4DC 2021 Approximate implication with d-separation UAI 2021 A Proxy Variable View of Shared Confounding ICML 2021 A Psychology-Driven Computational Analysis of Political Interviews Interspeech 2021 A surprisal–duration trade-off across and within the world’s languages EMNLP 2021 A Survey of Online Hate Speech through the Causal Lens EMNLP 2021 Asymptotically Best Causal Effect Identification with Multi-Armed Bandits NeurIPS 2021 A Theory of Independent Mechanisms for Extrapolation in Generative Models AAAI 2021 A Topological Perspective on Causal Inference NeurIPS 2021 Automated coherence measures fail to index thought disorder in individuals at risk for psychosis NAACL 2021 A weaker faithfulness assumption based on triple interactions UAI 2021 Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions AISTATS 2021 Bayesian Persuasion under Ex Ante and Ex Post Constraints AAAI 2021 Bayesian Topic Regression for Causal Inference EMNLP 2021 BayesIMP: Uncertainty Quantification for Causal Data Fusion NeurIPS 2021 BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery NeurIPS 2021 Bifurcation Spiking Neural Network JMLR 2021