conftrace_

treatment regime

6 papers

Explore in graph

Co-occurring keywords

causal inference (1630) compositional model (27) longitudinal study (13) patient safety (7) seizure treatment (1) optimal treatment regime (3) confounding bridge (1) intervention effect (3) causal matrix factorization (1) sequential intervention (2)

Papers

Safe and Interpretable Estimation of Optimal Treatment Regimes AISTATS 2024
Causality for Functional Longitudinal Data CLEAR 2024
Structured Learning of Compositional Sequential Interventions NIPS 2024
Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023
Sparse Concordance-assisted Learning for Optimal Treatment Decision JMLR 2018
Learning Cost-Effective and Interpretable Treatment Regimes AISTATS 2017