I ran with the theory mentioned by Watch Man and started uninstalling apps with ads, one at a time. In my case, the culprit was Smule.
Edit: I have two LG G4s, one AT&T and one Verizon. Uninstalling Smule was the immediate fix for both phones.
Edit 2: Reinstalling Smule caused the 15 minute...