conftrace_

treatment regime

7 papers

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Co-occurring keywords · papers mentioning both

value function (2) causal inference (2) sequential intervention (1) clinical decision-making (1) decision list (1) doubly robust (1) optimal treatment decision (1) concordance-assisted learning (1) compositional model (1) augmented inverse probability weighting (1)

Papers

Causality for Functional Longitudinal Data CLeaR 2024 Inference for Optimal Linear Treatment Regimes in Personalized Decision-making UAI 2024 Safe and Interpretable Estimation of Optimal Treatment Regimes AISTATS 2024 Structured Learning of Compositional Sequential Interventions NeurIPS 2024 Optimal Treatment Regimes for Proximal Causal Learning NeurIPS 2023 Sparse Concordance-assisted Learning for Optimal Treatment Decision JMLR 2018 Learning Cost-Effective and Interpretable Treatment Regimes AISTATS 2017