Schedule

Tentative Agenda (in U.S. Pacific Time)

08:00 - 08:05 Opening remarks (Senthil Kumar, Capital One)

08:05 - 08:35 Keynote 1: Rediet Abebe , Harvard University (Title: Modeling the Dynamics of Poverty)

08:35 - 09:05 Keynote 2: Solon Barocas, Microsoft and Cornell University (Title: Unavoidable Tensions in Explaining Algorithmic Decisions)

09:05 - 09:15 Break / Additional Q&A with Keynote Speakers

09:15 - 09:45 Keynote 3: Madeleine Clare Elish, Google Research (Title: Stories of Invisibility: Re-thinking Human in the Loop Design)

09:45 - 10:15 Keynote 4: Berk Ustun, UCSD / Google AI (Title: Actionable Recourse in Machine Learning)

10:15 - 10:30 Break / Additional Q&A with Keynote Speakers

10:30 - 11:00 Keynote 5: Nikita Aggarwal, Oxford University (Title: Navigating Value Trade-offs in ML for Consumer Finance - A Legal and Regulatory Perspective)

11:00 - 11:30 Keynote 6: Alice Xiang, Partnership on AI (Title: Reconciling Legal and Technical Approaches to Algorithmic Bias)

11:30 - 11:40 Break / Additional Q&A with Keynote Speakers

11:40 - 12:30 Lunch

12:30 - 01:15 Panel Discussion: Building a Fair Future in Finance

Panelists: Madeleine Claire Elish, Alice Xiang, Ana Stoica

Moderator: Cat Posey

01:15 - 01:20 Break

01:20 - 01:50 Keynote 7: Michael Kearns, UPenn (Title: Fair Portfolio Design)

01:50 - 02:20 Keynote 8: Jonathan Bryant, FINRA (Title: Fair AI in the securities industry, a review of methods and metrics)

02:20 - 02:50 Keynote 9: Jiahao Chen, JP Morgan (Title: Building Compliant Models: Fair Feature Selection with Multiobjective Monte Carlo Tree Search)

02:50 - 03:10 Break / Additional Q&A with Keynote Speakers

03:10 - 05:10 Poster Session