Improve CTR. Increase bids. Optimize the landing page. Run ads over time. Use Search Terms screen to find long tail versions (cheaper and more targeted) of your converting KWs that cost more. Use high intent Keywords, with buyer urgency. Not every KW can or will be a 10/10 QS. Sometimes, there is nothing you can do about a lower quality score (competition and or lower relevancy according to Google).