Multi-objective Dynamic Auction Mechanism for Online Advertising

In online advertising, it is important to jointly consider multiple objectives, e.g. platform revenue and display quality. The existing work only considered multi-objective optimization in each single auction stage, which can be suboptimal in the setting with multiple stages in real online advertising. In this paper, we propose a dynamic auction mechanism which can make a tradeoff between revenue ...