Ethical Fairness in Ubiquitous Health Sensing without Known Attributes

Shaily Roy, Harshit Sharma, Daniel A. Adler +3

In ubiquitous and mobile health systems, computational models infer human states from wearable, behavioral, and physiological sensing data. In these settings, high accuracy alone i…