Both earn their money in the advertising trade but they each have very different means of operation and targets.
Article Link: http://www.darkreading.com/partner-perspectives/malwarebytes/adware-vs-ad-fraud-viva-la-difference!/a/d-id/1328317?_mc=RSS_DR_EDT