Search Results for author: Lisa B. Sheeber

Found 1 papers, 1 papers with code

Neural Mixed Effects for Nonlinear Personalized Predictions

1 code implementation13 Jun 2023 Torsten Wörtwein, Nicholas Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency

Empirically, we observe that NME improves performance across six unimodal and multimodal datasets, including a smartphone dataset to predict daily mood and a mother-adolescent dataset to predict affective state sequences where half the mothers experience at least moderate symptoms of depression.

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