Simultaneously Achieving Group Exposure Fairness and Within-Group Meritocracy in Stochastic Bandits

Subham Pokhriyal, Shweta Jain, Ganesh Ghalme +2

Existing approaches to fairness in stochastic multi-armed bandits (MAB) primarily focus on exposure guarantee to individual arms. When arms are naturally grouped by certain attribu…