12 citations · 53 across the 19 of their papers we have counts for
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cs.LG2022★ 1 cited
Fairness and Welfare Quantification for Regret in Multi-Armed Bandits
Siddharth Barman, Arindam Khan, Arnab Maiti +1
We extend the notion of regret with a welfarist perspective. Focussing on the classic multi-armed bandit (MAB) framework, the current work quantifies the performance of bandit algo…
cs.GT2022★ 2 cited
Achieving Envy-Freeness with Limited Subsidies under Dichotomous Valuations
Siddharth Barman, Anand Krishna, Y. Narahari +1
We study the problem of allocating indivisible goods among agents in a fair manner. While envy-free allocations of indivisible goods are not guaranteed to exist, envy-freeness can…