A calibration-weighted, fused-lasso treatment fusion procedure recovers latent treatment groups with double robustness and improves multi-armed policy learning.
Synthetic combinations: A causal inference framework for combinatorial interventions
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Doubly Robust Fusion of Many Treatments for Policy Learning
A calibration-weighted, fused-lasso treatment fusion procedure recovers latent treatment groups with double robustness and improves multi-armed policy learning.