PAIR Symposium 2020: Boston session (full event)

Part of the 2020 PAIR Symposium on “Boundary Objects for Participatory Machine Learning,” hosted by Google’s People + AI Research (PAIR) team on November 18, 2020.

The Boston session of the event was the second of three parts and focused on objective functions as boundary objects. It was hosted by PAIR co-founder Martin Wattenberg.

0:00 Introduction: Martin Wattenberg
13:56 Ed Chi (Google): A twist on loss functions as boundary objects
23:56 Margaret Mitchell (Google): Intentional ignorance is a value-laden choice
32:49 Sendhil Mullainathan (U. of Chicago): Algorithms and Interpretations: Two Stories
42:46 Panel: Objective functions as boundary objects

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