Group fairness in non-monotone submodular maximization

Author:

Yuan JingORCID,Tang ShaojieORCID

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computational Theory and Mathematics,Control and Optimization,Discrete Mathematics and Combinatorics,Computer Science Applications

Reference26 articles.

1. Biddle D (2017) Adverse impact and test validation: a practitioner’s guide to valid and defensible employment testing. Routledge, Oxfordshire

2. Buchbinder N, Feldman M, Naor J, Schwartz R (2014) Submodular maximization with cardinality constraints. In: Proceedings of the twenty-fifth annual ACM-SIAM symposium on Discrete algorithms, pp 1433–1452. SIAM

3. Celis E, Keswani V, Straszak D, Deshpande A, Kathuria T, Vishnoi N (2018) Fair and diverse dpp-based data summarization. In: International conference on machine learning, pp 716–725. PMLR

4. Celis LE, Huang L, Vishnoi NK (2018) Multiwinner voting with fairness constraints. In: Proceedings of the 27th international joint conference on artificial intelligence, pp 144–151

5. Chierichetti F, Kumar R, Lattanzi S, Vassilvtiskii S (2019) Matroids, matchings, and fairness. In: The 22nd international conference on artificial intelligence and statistics, pp 2212–2220. PMLR

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