collaborators

1 paper

cs.LG2022

Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits

Vishakha Patil, Vineet Nair, Ganesh Ghalme +1

We study the Improving Multi-Armed Bandit (IMAB) problem, where the reward obtained from an arm increases with the number of pulls it receives. This model provides an elegant abstr…