I use my iPad most of the time and use Wipr on it, never see any ads on this sight when I'm logged in. My guess is that you have some malware riding in your system and it gets activated by something on this sight.
That makes perfect sense. My wife on her Windows puter had a nasty malware virus tagging along . I found it when she could barely do anything on it . I love IOS ,just sayin.