9:00 KEYNOTE Fairness through Unfairness Os Keyes https://ironholds.org/
10:00 Fair-Siamese Approach for Accurate Fairness in Image Classification, Kwanhyong Lee, Van-Thuan Pham, and Jiayuan He
11:00: On Retrofitting Provenance for Transparent and Fair Software – Drivers and Challenges Jens Dietrich, Matthias Galster, and Markus Luczak-Roesch
11:30: Heavy-tailed Uncertainty in AI Policy Lelia Marie Hampton
12:00: Quantitative and Qualitative Methods for Equitable Research and Development Brittany Johnson, Zhe Yu
13:45: KEYNOTE Applying Safe and Fair Machine Learning Algorithms with the Seldonian Toolkit Austin Hoag, Berkeley Existential Risk Initiative
14:45: Reflexive Practices in Software Engineering by Alicia Boyd
5:45: Workshop in a workshop: Teaching Ethics
17:05: Workshop Closing + Dinner plans