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, deployment, and operation of a massive-scale machine learning system for targeted display advertising. Notably, the machine … learning system itself is deployed and has been in continual use for years, for thousands of advertising campaigns (in contrast … transfer stages indeed each add value. We next present production results across a variety of advertising clients from a …
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On social media platforms, unsafe and unlawful materials might hurt advertisers by generating ``brand safety issues''. Users instead might prefer or dislike such content. We study the incentive of an ad-funded platform to design its content policy and moderate unsafe content. When advertisers...
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