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What is a secretary problem?

What is a secretary problem? Here are some definitions.

Noun
  1. (probability theory) The problem of selecting the best out of n applicants for a position, under the condition that all applicants are interviewed in random order, the quality of the applicants is not known before interviewing, and once rejected an applicant cannot be recalled.
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