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Causal Inference

3310 directly classified papers

Papers per year

Papers

Efficient Planning Under Uncertainty with Incremental Refinement UAI 2019
Stability of Linear Structural Equation Models of Causal Inference UAI 2019
Towards Robust Relational Causal Discovery UAI 2019
Beyond Structural Causal Models: Causal Constraints Models UAI 2019
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains ACL 2019
MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction ACL 2019
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models ACL 2019
Identifying Causal Effects via Context-specific Independence Relations NIPS 2019
Approximate Causal Abstractions UAI 2019
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding UAI 2019
Conversational Explanations of Machine Learning Predictions Through Class-contrastive Counterfactual Statements IJCAI 2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018
Neural Event Extraction from Movies Description NAACL 2018
Joint Learning for Emotion Classification and Emotion Cause Detection EMNLP 2018
Belief Update in the Horn Fragment IJCAI 2018
Two Sides of the Same Coin: Belief Revision and Enforcing Arguments IJCAI 2018
Empirical Analysis of Foundational Distinctions in Linked Open Data IJCAI 2018
Scalable Probabilistic Causal Structure Discovery IJCAI 2018
Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation COLING 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
A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018
Mixed Causal Structure Discovery with Application to Prescriptive Pricing IJCAI 2018
A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams IJCAI 2018