Causal Inference

Abducing Relations in Continuous Spaces IJCAI 2018 Achieving Non-Discrimination in Prediction IJCAI 2018 A Data Prism: Semi-verified learning in the small-alpha regime COLT 2018 A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams IJCAI 2018 An Order-based Algorithm for Learning Structure of Bayesian Networks PGM 2018 Apollo at SemEval-2018 Task 9: Detecting Hypernymy Relations Using Syntactic Dependencies SemEval 2018 A Robust Approach to Sequential Information Theoretic Planning ICML 2018 A Tutorial Markov Analysis of Effective Human Tutorial Sessions ACL 2018 A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018 Automatically Extracting Qualia Relations for the Rich Event Ontology COLING 2018 Bayesian Structure Learning by Recursive Bootstrap NeurIPS 2018 Belief Update in the Horn Fragment IJCAI 2018 Budgeted Experiment Design for Causal Structure Learning ICML 2018 Causal Discovery from Discrete Data using Hidden Compact Representation NeurIPS 2018 CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training ICLR 2018 Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models NeurIPS 2018 Causal Inference in Time Series via Supervised Learning IJCAI 2018 Causal Inference with Noisy and Missing Covariates via Matrix Factorization NeurIPS 2018 Causality Analysis of Twitter Sentiments and Stock Market Returns ACL 2018 Causal Structure Learning via Temporal Markov Networks PGM 2018 Cause-Effect Inference by Comparing Regression Errors AISTATS 2018 Challenges of Using Text Classifiers for Causal Inference EMNLP 2018 Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions ICML 2018 CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays NAACL 2018 Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs ICLR 2018