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continuous treatment

8 papers

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Co-occurring keywords · papers mentioning both

causal inference (6) doubly robust estimator (2) treatment effect (2) inverse probability weighting (2) policy evaluation (2) treatment allocation (1) outcome regression (1) doubly robust (1) nuisance function (1) offline policy learning (1)

Papers

Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data AAAI 2025 Doubly Robust Proximal Causal Learning for Continuous Treatments ICLR 2024 Jump Interval-Learning for Individualized Decision Making with Continuous Treatments JMLR 2023 End-to-End Balancing for Causal Continuous Treatment-Effect Estimation ICML 2022 Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions NeurIPS 2022 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NeurIPS 2021 Estimating the Long-Term Effects of Novel Treatments NeurIPS 2021 Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018