Parameterized Fair Resource Allocation under Diversity Constraints

Jan 1, 2026·
Keke Huang
Yik Yu (Anson) Ng
Yik Yu (Anson) Ng
,
Laks v. S. Lakshmanan
,
Xiaokui Xiao
· 0 min read
Abstract
We study fair resource allocation under diversity constraints. The framework uses a probabilistic recommendation model as a prior and optimizes global welfare while preserving user preferences under fairness constraints.
Type
Publication
In SIGKDD 2026