Learning individualized treatment rules with many treatments: A supervised clustering approach using adaptive fusion

H Ma, D Zeng, Y Liu - Advances in Neural Information …, 2022 - proceedings.neurips.cc
Abstract Learning an optimal Individualized Treatment Rule (ITR) is a very important
problem in precision medicine. This paper is concerned with the challenge when the …

Flexible Machine Learning and Reinforcement Learning in Decision Making

H Ma - 2024 - cdr.lib.unc.edu
Abstract Machine learning and Reinforcement Learning (RL) have received a lot of
attentions in decision making problems. For individualized decision making, due to possible …