Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

In this article, we recognize the profound effects that algorithmic decision-making can have on people's lives and propose a harm-reduction framework for algorithmic fairness. We argue that any ...

Viewing design decisions as policy choices, a related body of work focuses on the actions and functions of data scientists, engineers, researchers, and other actors involved in the design of ...