Yarbrough called Brown dedicated and hardworking. He also acknowledged that he works in Brown's office.
The mayors were joined by Congressman Danny Davis, who has already endorsed Brown.
Dorothy Brown will face incumbent Todd Stroger, Ald. Toni Preckwinkle and water reclamation board President Terrence O'Brien in the Democratic primary.