The answer is to have less candidates. Tighten up the pre-interview phase. Ideally, this should be set up in a way that if the interview proves that the advertised capabilities are there, the person should be offered a job.

You may think that this does not fit your hiring process. If so, I think you're not really getting what you expect out of it anyway.