Heart Rate Variability as Stress Biomarker: Can Machine learning improve Signal to Noise?

I’m posting slides from my upcoming presentation for UC Davis Machine Learning meeting as a way to get myself organized.
The hope with this presentation is that with more sophisticated data analysis, the HRV results will be more reliable and robust.