B1477
Title: Learning optimal treatment regime with proxies
Authors: Tao Shen - National University of Singapore (China) [presenting]
Yifan Cui - Zhejiang University (China)
Abstract: Proximal learning methods have recently gained popularity for optimal treatment regime estimation. Building on this, new methods are proposed which can be used to learn optimal treatment regimes in a confounded setting. In our experiments, we find our approach to perform well relative to a number of existing methods.
