Algorithms for Personalizing Digital Interventions

2022–2023 Radcliffe Alumnae Professor Susan A. Murphy is a statistician and computer scientist whose lab develops data analysis methods and experimental designs to improve real-time sequential decision making in mobile health—in particular, algorithms that can be deployed on wearable devices. During this fellowship year, she will focus on the development of algorithms that appropriately pool data from different individuals to learn more quickly about each individual—something that, in the language of statistics, requires careful analysis of the bias-variance tradeoff. Register here for this Zoom lecture.