The Ethical Algorithm

Explore the ethical implications of algorithms in this thought-provoking lecture by Michael Kearns from the University of Pennsylvania. Delve into crucial topics such as data privacy, anonymization techniques, and the concept of differential privacy. Examine real-world applications like Google Heat Maps and the 2020 Census to understand the challenges of maintaining privacy in the digital age. Investigate the complex issue of fairness in algorithmic decision-making, using practical examples to illustrate key concepts. Learn about the research agenda driving advancements in ethical algorithm design and implementation. Engage with the speaker during a Q&A session to further explore these critical issues shaping our increasingly data-driven world.

Introduction
Presentation
Research Agenda
Data Privacy
Anonymization
Privacy
Differential Privacy
Randomized Response
Google Heat Maps
The 2020 Census
Fairness
Example
Defining Fairness
The Left Turn
Navigation Apps
QA