Houthis confirmed PM Ahmed al-Rahawi and ministers died in Israeli strike during a government workshop.
Rebel group has repeatedly launched missiles and drones at Israel in support of Palestinians.
Israel, backed by a U.S.-led coalition, has intensified strikes on Houthi-held areas including Sanaa and Hodeida.