Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LIG, 38000 Grenoble, France; CREST, ENSAE, Palaiseau, France; Criteo AI Lab, Paris, France; Inria, FairPlay Team, Palaiseau, France
Mathieu Molina, Nicolas Gast, Patrick Loiseau, Vianney Perchet
Fairness;Online allocation;Bandits algorithms
Trading-off price for data quality to achieve fair online allocation