Efficient Voting via the Top-k Elicitation Scheme:

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Efficient Voting via the Top-k Elicitation Scheme: A Probabilistic Approach Joel Oren, University of Toronto Joint work with Yuval Filmus, Institute of Advanced Study 1 Motivation Common theme: communication-efficient group decision-making.

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Efficient Voting via the Top-k Elicitation Scheme: A Probabilistic Approach Joel Oren, University of Toronto

Joint work with Yuval Filmus, Institute of Advanced Study 1<br>
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Motivation Common theme: communication-efficient group decision-making.
How to pick the single “best” item/candidate, without extracting too much information from the customers/committee members.

Hiring committees: members can’t rank all of the candidates.
Too many candidates.
Committee members may only be familiar with just subsets of candidates in their own fields. 2<br>
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The Basic Setting 3 A canonical task: select the “best” outcome.
What is the information need for doing so. Social choice: methods for aggregating preferences.
Efficient preference elicitation.<br>