Formalizing personalization as individual actionability in causal recourse shows hard constraints degrade validity and plausibility while revealing socio-demographic disparities in costs.
Democratising AI: Multiple Meanings, Goals, and Methods
2 Pith papers cite this work, alongside 63 external citations. Polarity classification is still indexing.
2
Pith papers citing it
63
external citations · OpenAlex
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Proposes applying social choice theory as a modeling language and axiomatic tool for incorporating collective input across the ML development pipeline.
citing papers explorer
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From Universal to Individualized Actionability: Revisiting Personalization in Algorithmic Recourse
Formalizing personalization as individual actionability in causal recourse shows hard constraints degrade validity and plausibility while revealing socio-demographic disparities in costs.
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AI of the People, by the People, for the People: A Social Choice Approach to Collective Control of Artificial Intelligence
Proposes applying social choice theory as a modeling language and axiomatic tool for incorporating collective input across the ML development pipeline.