Vice Media is in talks to buy women-focused publisher Refinery29, according to people familiar with the matter, a deal that would unite two of the largest venture-backed media companies in the U.S.

Talks are still ongoing and it is possible an offer may not be made, a person familiar with the talks said.

Both Refinery29 and Vice Media are...