2 papers
cs.LG2025
Deep Learning of Continuous and Structured Policies for Aggregated Heterogeneous Treatment Effects
Jennifer Y. Zhang, Shuyang Du, Will Y. Zou
As estimation of Heterogeneous Treatment Effect (HTE) is increasingly adopted across a wide range of scientific and industrial applications, the treatment action space can naturall…
cs.LG2025
Heterogeneous Causal Learning for Optimizing Aggregated Functions in User Growth
Shuyang Du, Jennifer Zhang, Will Y. Zou
User growth is a major strategy for consumer internet companies. To optimize costly marketing campaigns and maximize user engagement, we propose a novel treatment effect optimizati…