Efrén Cruz Cortés.

Efrén Cruz Cortés

Michigan Data Science Fellow

Michigan Institute for Data Science || Center for the Study of Complex Systems
University of Michigan
Efrén's Picture

In a nutshell

I study the way algorithms reproduce bias and discrimination. Automated procedures are often designed to mimic the historical data humans have generated. Therefore, unintendedly, they have learned to discriminate based on class, race, gender, and other vulnerable groups. Such a phenomenon has serious consequences, as it may lead to furthering economic inequality, depriving the poor of resources, over-incarceration of people of color, etc. My goal is to understand the dynamics of the system the algorithm belongs to and assess which structural interventions are the best actions to both avoid discrimination and accomplish the desired goal for the population of interest.

AKA: Efren Cruz Cortes. Twitter Profile Github Profile Efrén's Blog