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Xiaohui Bei

14 accepted papers

2022

Proportional allocation of indivisible resources under ordinal and uncertain preferences.

UAI 2022poster

We study a fair resource allocation problem with indivisible items. The agents’ preferences over items are assumed to be ordinal and have uncertainties. We adopt stochastic dominance proportionality as our fairness notion and study a sequence of problems related to finding allocations that are fair…

Cited by 3SourcePDFScholar
2021

Maximin Fairness with Mixed Divisible and Indivisible Goods

AAAI 2021technical

We study fair resource allocation when the resources contain a mixture of divisible and indivisible goods, focusing on the well-studied fairness notion of maximin share fairness (MMS). With only indivisible goods, a full MMS allocation may not exist, but a constant multiplicative approximate allocat…

Cited by 25SourcePDFScholar
2019

Balancing Efficiency and Fairness in On-Demand Ridesourcing

NeurIPS 2019poster

We investigate the problem of assigning trip requests to available vehicles in on-demand ridesourcing. Much of the literature has focused on maximizing the total value of served requests, achieving efficiency on the passengers’ side. However, such solutions may result in some drivers being assigned…

2019

Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests

UAI 2019poster

Transportation service providers that dispatch drivers and vehicles to riders start to support both on-demand ride requests posted in real time and rides scheduled in advance, leading to new challenges which, to the best of our knowledge, have not been addressed by existing works. To fill the gap, w…

Cited by 5SourcePDFScholar