Real-Time Optimisation for Online Learning in Auctions

Lorenzo Croissant, Marc Abeille, Clément Calauzènes

Abstract: In display advertising, a small group of sellers and bidders face each other in up to $10^{12}$ auctions a day. In this context, revenue maximisation via monopoly price learning is a high-value pro...