Causal Inference

Mixed Causal Structure Discovery with Application to Prescriptive Pricing IJCAI 2018 Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering COLING 2018 Modeling Sentiment Association in Discourse for Humor Recognition ACL 2018 Modeling Temporality of Human Intentions by Domain Adaptation EMNLP 2018 Multi-domain Causal Structure Learning in Linear Systems NeurIPS 2018 Multi-Hop Knowledge Graph Reasoning with Reward Shaping EMNLP 2018 Neural Event Extraction from Movies Description NAACL 2018 Neural Models of Factuality NAACL 2018 Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018 Objective and efficient inference for couplings in neuronal networks NeurIPS 2018 Ontology alignment in the biomedical domain using entity definitions and context ACL 2018 Orthogonal Machine Learning: Power and Limitations ICML 2018 Parameterized hardness of active inference PGM 2018 Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions ICLR 2018 Removing Hidden Confounding by Experimental Grounding NeurIPS 2018 Representation Learning for Treatment Effect Estimation from Observational Data NeurIPS 2018 Robust Synthetic Control JMLR 2018 Scalable Probabilistic Causal Structure Discovery IJCAI 2018 Semiparametric Contextual Bandits ICML 2018 Simulating Action Dynamics with Neural Process Networks ICLR 2018 Spectral Filtering for General Linear Dynamical Systems NeurIPS 2018 Structural Causal Bandits: Where to Intervene? NeurIPS 2018 Structure Learning for Bayesian Networks over Labeled DAGs PGM 2018 Structure Learning Under Missing Data PGM 2018 Temporal Poisson Square Root Graphical Models ICML 2018