Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights.
Zeqin YangWeilin ChenRuichu CaiYuguang YanZhifeng HaoZhipeng YuZhichao ZouZhen PengJiecheng GuoPublished in: CoRR (2024)
Keyphrases
- long term
- worst case
- short term
- dynamic programming
- upper bound
- optimal weights
- b spline
- lower bound
- neural network
- efficient learning
- rigid body
- piecewise linear
- real valued functions
- optimal control
- minimum length
- total weight
- estimation error
- training error
- optimal strategy
- weighted sum
- linear combination
- optimal solution