Search Results for author: Marianne Menictas

Found 3 papers, 0 papers with code

Fast Physical Activity Suggestions: Efficient Hyperparameter Learning in Mobile Health

no code implementations21 Dec 2020 Marianne Menictas, Sabina Tomkins, Susan Murphy

We propose an algorithm for providing physical activity suggestions in mHealth settings.

Streamlined Empirical Bayes Fitting of Linear Mixed Models in Mobile Health

no code implementations28 Mar 2020 Marianne Menictas, Sabina Tomkins, Susan A. Murphy

For example, a mobile health (mHealth) application designed to increase physical activity must make contextually relevant suggestions to motivate users.

Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects

no code implementations4 Oct 2019 Marianne Menictas, Gioia Di Credico, Matt P. Wand

Because of this fact we also consider a hierarchy of relaxations of the mean field product restriction.

Variational Inference

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