Have you asked yourself, what are the implications of AI? The community is worried about these same issues, and as such:
We are very proud to have Pedro talking about Fair AI, followed by a debate.
This meetup is sponsored by Feedzai (https://feedzai.com/) . Cheers and thank you for the support!
=== SCHEDULE ===
The preliminary agenda for the meetup is the following:
• 18:30-19:00: Welcome and get together
• 19:00-19:30: Fair and equitable decision-making with AI
• 19:40-19:45: Group photo
• 19:45-20:15: Networking / Coffee Break
• 20:15-20:45: Debate
• 20:50: Closing
• 21:00: Dinner is optional but it might be an excellent opportunity for networking.
Title: Fair and equitable decision-making with AI
While there has been a lot of buzz in the news and social media about algorithmic bias and fairness, the discussions are still very superficial and very little action has been taken to understand what happens across different domains in practice, and what tradeoffs and possible solutions should be used. In this talk, we are going to dive into this problem, from metrics and definitions to practical case studies in real policy problems where AI is being used to complement and even replace human expert decision-making.
Pedro Saleiro is a post-doc at the University of Chicago working with Rayid Ghani at the Center for Data Science and Public Policy. He is doing data science projects with government and non-profit partners in policy areas such as criminal justice, healthcare and future of workforce. At the same time Pedro is developing new methods and open-source tools to detect and explain bias and discrimination in machine learning models. Before joining UChicago, Pedro completed his PhD in Machine Learning for IR and NLP at the University of Porto, Portugal.
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