no code implementations • 31 Jan 2023 • Lin Ge, Jitao Wang, Chengchun Shi, Zhenke Wu, Rui Song
However, there are a number of applications (e. g., mobile health) where the treatments are sequentially assigned over time and the dynamic mediation effects are of primary interest.
no code implementations • 26 Feb 2022 • Runzhe Wan, Lin Ge, Rui Song
In this paper, we propose a unified meta-learning framework for a general class of structured bandit problems where the parameter space can be factorized to item-level.
no code implementations • 25 Feb 2022 • Lin Ge, Xinming An, Donglin Zeng, Samuel McLean, Ronald Kessler, Rui Song
Adverse posttraumatic neuropsychiatric sequelae (APNS) are common among veterans and millions of Americans after traumatic events and cause tremendous burdens for trauma survivors and society.
no code implementations • NeurIPS 2021 • Runzhe Wan, Lin Ge, Rui Song
How to explore efficiently is a central problem in multi-armed bandits.