23 citations · 173 across the 34 of their papers we have counts for
5 papers · 1 filter
Group Fairness in Bandit Arm Selection
Candice Schumann, Zhi Lang, Nicholas Mattei +1
We propose a novel formulation of group fairness with biased feedback in the contextual multi-armed bandit (CMAB) setting. In the CMAB setting, a sequential decision maker must, at…
Heuristic Strategies in Uncertain Approval Voting Environments
Jaelle Scheuerman, Jason L. Harman, Nicholas Mattei +1
In many collective decision making situations, agents vote to choose an alternative that best represents the preferences of the group. Agents may manipulate the vote to achieve a b…
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
Pavan Kapanipathi, Veronika Thost, Siva Sankalp Patel +10
Textual entailment is a fundamental task in natural language processing. Most approaches for solving the problem use only the textual content present in training data. A few approa…
The Constrained Round Robin Algorithm for Fair and Efficient Allocation
Haris Aziz, Xin Huang, Nicholas Mattei +1
We consider a multi-agent resource allocation setting that models the assignment of papers to reviewers. A recurring issue in allocation problems is the compatibility of welfare/ef…
Heuristics in Multi-Winner Approval Voting
Jaelle Scheuerman, Jason L. Harman, Nicholas Mattei +1
In many real world situations, collective decisions are made using voting. Moreover, scenarios such as committee or board elections require voting rules that return multiple winner…