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Causal Inference

3,333 papers

Papers per year

2
15
28
277
391
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Papers

Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes NIPS 2019
Triad Constraints for Learning Causal Structure of Latent Variables NIPS 2019
Perceiving the arrow of time in autoregressive motion NIPS 2019
Adapting Neural Networks for the Estimation of Treatment Effects NIPS 2019
Causal Confusion in Imitation Learning NIPS 2019
Visual Concept-Metaconcept Learning NIPS 2019
Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules NIPS 2019
The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data NIPS 2019
Using Embeddings to Correct for Unobserved Confounding in Networks NIPS 2019
Identification of Conditional Causal Effects under Markov Equivalence NIPS 2019
Variance Reduction in Bipartite Experiments through Correlation Clustering NIPS 2019
An Algorithm to Learn Polytree Networks with Hidden Nodes NIPS 2019
Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions NIPS 2019
On Testing for Biases in Peer Review NIPS 2019
Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds NIPS 2019
Identifying Causal Effects via Context-specific Independence Relations NIPS 2019
Discrimination in Online Markets: Effects of Social Bias on Learning from Reviews and Policy Design NIPS 2019
Constraint-based Causal Structure Learning with Consistent Separating Sets NIPS 2019
Selecting causal brain features with a single conditional independence test per feature NIPS 2019
Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations NIPS 2019
Nonzero-sum Adversarial Hypothesis Testing Games NIPS 2019
Robust Multi-agent Counterfactual Prediction NIPS 2019
Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering NIPS 2019
Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services AAAI 2019
Learning to Address Health Inequality in the United States with a Bayesian Decision Network AAAI 2019