Causal Inference

Equality of Opportunity in Classification: A Causal Approach NeurIPS 2018 Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018 Evidence Type Classification in Randomized Controlled Trials EMNLP 2018 Experimental Design for Cost-Aware Learning of Causal Graphs NeurIPS 2018 Factorial HMMs with Collapsed Gibbs Sampling for Optimizing Long-term HIV Therapy AISTATS 2018 Fast Estimation of Causal Interactions using Wold Processes NeurIPS 2018 GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets ICLR 2018 Grounded Textual Entailment COLING 2018 Group Invariance Principles for Causal Generative Models AISTATS 2018 Guess Me if You Can: Acronym Disambiguation for Enterprises ACL 2018 Human Interaction with Recommendation Systems AISTATS 2018 Implicit Causal Models for Genome-wide Association Studies ICLR 2018 Impossibility in Belief Merging (Extended Abstract) IJCAI 2018 Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures ACL 2018 Instrument-Armed Bandits ALT 2018 Intervals of Causal Effects for Learning Causal Graphical Models PGM 2018 Invariant Models for Causal Transfer Learning JMLR 2018 Joint Learning for Emotion Classification and Emotion Cause Detection EMNLP 2018 Learning and Testing Causal Models with Interventions NeurIPS 2018 Learning Independent Causal Mechanisms ICML 2018 Learning Optimal Causal Graphs with Exact Search PGM 2018 Learning Patterns for Detection with Multiscale Scan Statistics COLT 2018 Learning Quadratic Variance Function (QVF) DAG Models via OverDispersion Scoring (ODS) JMLR 2018 Legal Judgment Prediction via Topological Learning EMNLP 2018 Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design ICML 2018