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dose-response curve

6 papers

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Co-occurring keywords · papers mentioning both

causal inference (5) observational data (3) counterfactual outcome (2) neural network (2) treatment effect (2) representation learning (2) balancing representation (1) continuous intervention (1) dose-response learning (1) extrapolation (1)

Papers

Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation AAAI 2024 Predicting Dose-Response Curves with Deep Neural Networks ICML 2024 Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions NeurIPS 2022 VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments ICLR 2021 Learning Counterfactual Representations for Estimating Individual Dose-Response Curves AAAI 2020 Observational-Interventional Priors for Dose-Response Learning NeurIPS 2016