Nithya Sambasivan|Erin Arnesen|Ben Hutchinson|Tulsee Doshi|Vinodkumar Prabhakaran
Re-imagining Algorithmic Fairness in India and Beyond
Google (United States)|Google (United States)|Google (United States)|Google (United States)|Google (United States)
conventional algorithmic fairness westcentric seen subgroups values methods paper decenter algorithmic fairness analyse ai power india based 36 qualitative interviews discourse analysis algorithmic deployments india find several assumptions algorithmic fairness challenged find india data always reliable due socioeconomic factors ml makers appear follow double standards ai evokes unquestioning aspiration contend localising model fairness alone window dressing india distance models oppressed communities large instead reimagine algorithmic fairness india provide roadmap recontextualise data models empower oppressed communities enable fairml ecosystems