Oliver has appeared multiple times on The Late Show with Stephen Colbert as well as the earlier iteration with David Letterman in 2015.

Caragh Donley, former PEOPLE reporter and current senior producer on 'The Kelly Clarkson Show,' opens up about coming out as ...