The couple, who have been rumoured to be dating since early April, went public with their relationship at Scott Disick's New York City restaurant opening in late April.
However, during an interview on The View on Friday (May 4), Jenner revealed that he has yet to meet the rapper.
"Honestly, I've never met him," Jenner said when asked for his opinion on West. "I haven't seen him at the house."
The former Olympian went on to say that he does not really care who Kardashian dates as long as she is happy.
"I just want Kim to be happy," Jenner stated. "I hope she can find someone and be happy. That's what you want your kids to do."
Kardashian and West are reportedly considering marriage, but Kardashian has yet to finalise her divorce from Kris Humphries.