[2012.03659] Non-portability of Algorithmic Fairness in India

Fairness research in ML remains largely rooted in Western concerns: the injustices, datasets, measurement scales, & legal tenets used. These infrastructures, values, & legal systems cannot be naively generalized to non-Western countries -- @autopoietic