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10/14/2022
Latent Temporal Flows for Multivariate Analysis of Wearables Data
Increased use of sensor signals from wearable devices as rich sources of...
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03/19/2022
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression
Heart rate variability (HRV) is a practical and noninvasive measure of a...
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07/20/2020
Generalizing Variational Autoencoders with Hierarchical Empirical Bayes
Variational Autoencoders (VAEs) have experienced recent success as data-...
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03/27/2017
Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction
In real-time monitoring of hospital patients, high-quality inference of ...
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04/13/2015