9 citations · 10 across the 6 of their papers we have counts for
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cs.LG2020★ 1 cited
Fast Physical Activity Suggestions: Efficient Hyperparameter Learning in Mobile Health
Marianne Menictas, Sabina Tomkins, Susan Murphy
Users can be supported to adopt healthy behaviors, such as regular physical activity, via relevant and timely suggestions on their mobile devices. Recently, reinforcement learning…
stat.ML2020
Streamlined Empirical Bayes Fitting of Linear Mixed Models in Mobile Health
Marianne Menictas, Sabina Tomkins, Susan A Murphy
To effect behavior change a successful algorithm must make high-quality decisions in real-time. For example, a mobile health (mHealth) application designed to increase physical act…