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causal inference

1619 papers

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Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

Deep Causal Metric Learning ICML 2022
On the Fairness of Causal Algorithmic Recourse AAAI 2022
Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022
Estimation of Local Average Treatment Effect by Data Combination AAAI 2022
Stateful Offline Contextual Policy Evaluation and Learning AISTATS 2022
Adaptive A/B Test on Networks with Cluster Structures AISTATS 2022
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses ICML 2022
Invariant Language Modeling EMNLP 2022
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022
Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens EMNLP 2022
A Neural-Symbolic Approach to Natural Language Understanding EMNLP 2022
Causal Inference Through the Structural Causal Marginal Problem ICML 2022
GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL AISTATS 2022
CEM: Machine-Human Chatting Handoff via Causal-Enhance Module EMNLP 2022
The Role of Deconfounding in Meta-learning ICML 2022
On Measuring Causal Contributions via do-interventions ICML 2022
Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions ICML 2022
Coordinated Double Machine Learning ICML 2022
Inducing Causal Structure for Interpretable Neural Networks ICML 2022
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition EMNLP 2022
CausalNLP Tutorial: An Introduction to Causality for Natural Language Processing EMNLP 2022
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments ICML 2022
Matching Learned Causal Effects of Neural Networks with Domain Priors ICML 2022
Learning from Counterfactual Links for Link Prediction ICML 2022
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022