conftrace_

continuous treatment

7 papers

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Co-occurring keywords

causal inference (1630) treatment effect (134) inverse probability weighting (19) policy evaluation (115) outcome regression (4) doubly robust (32) offline policy learning (3) neural network (6616) dose-response curve (4) observational causal inference (2)

Papers

Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data AAAI 2025
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 NIPS 2022
Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NIPS 2021
Estimating the Long-Term Effects of Novel Treatments NIPS 2021
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018