Improving conversion rate prediction via self-supervised pre-training in online advertising

Alex Shtoff, Yohay Kaplan, Ariel Raviv

The task of predicting conversion rates (CVR) lies at the heart of online advertising systems aiming to optimize bids to meet advertiser performance requirements. Even with the rec…