Learning Concave Bid Shading Strategies in Online Auctions via Measure-valued Proximal Optimization

Iman Nodozi, Djordje Gligorijevic, Abhishek Halder

This work proposes a bid shading strategy for first-price auctions as a measure-valued optimization problem. We consider a standard parametric form for bid shading and formulate th…