Ethical Fairness in Ubiquitous Health Sensing without Known Attributes

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

Wearable and mobile sensing models infer health and well-being in everyday life, yet strong average performance can conceal failures for particular people, contexts, or devices. Ex…