A Framework for Fairness in Two-Sided Marketplaces

no code implementations • 23 Jun 2020 • Kinjal Basu, Cyrus DiCiccio, Heloise Logan, Noureddine El Karoui

Incorporating fairness while building such systems is crucial and can have a deep social and economic impact (applications include job recommendations, recruiters searching for candidates, etc.).

Fairness Recommendation Systems +1

Achieving Fairness via Post-Processing in Web-Scale Recommender Systems

no code implementations • 19 Jun 2020 • Preetam Nandy, Cyrus DiCiccio, Divya Venugopalan, Heloise Logan, Kinjal Basu, Noureddine El Karoui

Building fair recommender systems is a challenging and crucial area of study due to its immense impact on society.

Attribute Fairness +2