Comment by yogeshgirdhar

I worked on a version on this problem where the goal is to maximize the probability of hiring all top M candidates while using a similar single threshold strategy.

Here is a link to my paper: http://www.cim.mcgill.ca/~yogesh/publications/crv2009.pdf