conftrace_

personalized treatment

5 papers

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Co-occurring keywords

causal inference (1630) budgeted information (1) average causal effect (6) personalized public policy (1) treatment recommendation (6) causal-graphical normalizing flow (1) sepsis treatment (1) deep deterministic policy gradient (22) heterogeneous treatment effect (50) counterfactual inference (47)

Papers

Contextual Bandits with Budgeted Information Reveal AISTATS 2024
In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation ICML 2023
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022
Reinforcement Learning For Sepsis Treatment: A Continuous Action Space Solution MLHC 2022
Causal-BALD: Deep Bayesian Active Learning of Outcomes to Infer Treatment-Effects from Observational Data NIPS 2021