Research map / Learning theory and algorithms / Fairness
Fair Continuous Resource Allocation with Equality of Impact
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Develops continuous resource allocation strategies that satisfy equality of impact, a generalization of equality of opportunity, for fairness judged by allocation impact rather than allocation thresholds.
Problem
Fair resource allocation in social settings where fairness is judged by the impact of allocation decisions rather than minimum or maximum thresholds on the allocations themselves.
Approach
Extends the impact-based fairness literature to continuous resource allocation by defining equality of impact, a generalization of equality of opportunity, and deriving allocation strategies that satisfy it.
Experimental setup
Builds on: equality of opportunity
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