Samantha Who location?!?

The show Samantha Who: what city are they located in? I know it is filmed in LA, but I'm not sure if that's where it is supposedly taking place. In one episode, the doorman mentions that "everyone can hear you this side of the lake" Forgive me, as I live no where near LA and have never visited, is there a lake in LA?