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Causal Inference

3310 directly classified papers

Papers per year

Papers

Learning Patterns for Detection with Multiscale Scan Statistics COLT 2018
Discourse-Related Language Contrasts in English-Croatian Human and Machine Translation EMNLP 2018
CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays NAACL 2018
Dealing with Medication Non-Adherence Expressions in Twitter EMNLP 2018
Legal Judgment Prediction via Topological Learning EMNLP 2018
Representation Learning for Treatment Effect Estimation from Observational Data NIPS 2018
Impossibility in Belief Merging (Extended Abstract) IJCAI 2018
Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions ICML 2018
A Robust Approach to Sequential Information Theoretic Planning ICML 2018
DAGs with NO TEARS: Continuous Optimization for Structure Learning NIPS 2018
Computationally and statistically efficient learning of causal Bayes nets using path queries NIPS 2018
A Tutorial Markov Analysis of Effective Human Tutorial Sessions ACL 2018
Ontology alignment in the biomedical domain using entity definitions and context ACL 2018
Causal Discovery from Discrete Data using Hidden Compact Representation NIPS 2018
Multi-domain Causal Structure Learning in Linear Systems NIPS 2018
Removing Hidden Confounding by Experimental Grounding NIPS 2018
Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models NIPS 2018
Automatically Extracting Qualia Relations for the Rich Event Ontology COLING 2018
Confounding-Robust Policy Improvement NIPS 2018
Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior NIPS 2018
Commonsense for Generative Multi-Hop Question Answering Tasks EMNLP 2018
Challenges of Using Text Classifiers for Causal Inference EMNLP 2018
Causal Inference in Time Series via Supervised Learning IJCAI 2018
Instrument-Armed Bandits ALT 2018
Equality of Opportunity in Classification: A Causal Approach NIPS 2018