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Causal Inference

3,333 papers

Papers per year

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15
28
277
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Papers

Achieving Non-Discrimination in Prediction IJCAI 2018
Empirical Analysis of Foundational Distinctions in Linked Open Data IJCAI 2018
A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams IJCAI 2018
Scalable Probabilistic Causal Structure Discovery IJCAI 2018
Mixed Causal Structure Discovery with Application to Prescriptive Pricing IJCAI 2018
Impossibility in Belief Merging (Extended Abstract) IJCAI 2018
Conversational Explanations of Machine Learning Predictions Through Class-contrastive Counterfactual Statements IJCAI 2018
Cross-lingual Speech Emotion Recognition through Factor Analysis INTERSPEECH 2018
COSMO SylPhon: A Bayesian Perceptuo-motor Model to Assess Phonological Learning INTERSPEECH 2018
Uncovering Causality from Multivariate Hawkes Integrated Cumulants JMLR 2018
Enhancing Identification of Causal Effects by Pruning JMLR 2018
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs JMLR 2018
Learning Quadratic Variance Function (QVF) DAG Models via OverDispersion Scoring (ODS) JMLR 2018
A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018
Robust Synthetic Control JMLR 2018
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations JMLR 2018
Invariant Models for Causal Transfer Learning JMLR 2018
Neural Models of Factuality NAACL 2018
Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning NAACL 2018
CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays NAACL 2018
Neural Event Extraction from Movies Description NAACL 2018
Causal Structure Learning via Temporal Markov Networks PGM 2018
An Order-based Algorithm for Learning Structure of Bayesian Networks PGM 2018
A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks PGM 2018
Parameterized hardness of active inference PGM 2018