Context and Participation in Machine Learning

ML systems are shaped by human choices and norms, from problem conceptualization to deployment. They are then used in complex socio-technical contexts, where they interact with and affect diverse populations. However, development decisions are often made in isolation, without deeply taking into ac...

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Bibliographic Details
Main Author: Suresh, Harini
Other Authors: Guttag, John V.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/150314