56 citations · 103 across the 9 of their papers we have counts for
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cs.LG2019★ 10 cited
Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare
Natalia Martinez, Martin Bertran, Guillermo Sapiro
Common fairness definitions in machine learning focus on balancing notions of disparity and utility. In this work, we study fairness in the context of risk disparity among sub-popu…
cs.CV2019★ 3 cited
Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video
Natalia Martinez, Martin Bertran, Guillermo Sapiro +1
Extracting the instantaneous heart rate (iHR) from face videos has been well studied in recent years. It is well known that changes in skin color due to blood flow can be captured…