no code implementations • 20 Jul 2017 • Eustache Diemert, Julien Meynet, Pierre Galland, Damien Lefortier
Predicting click and conversion probabilities when bidding on ad exchanges is at the core of the programmatic advertising industry.
4 code implementations • 15 Jan 2017 • Yuchin Juan, Damien Lefortier, Olivier Chapelle
Predicting user response is one of the core machine learning tasks in computational advertising.
no code implementations • 1 Dec 2016 • Damien Lefortier, Adith Swaminathan, Xiaotao Gu, Thorsten Joachims, Maarten de Rijke
The ability to perform effective off-policy learning would revolutionize the process of building better interactive systems, such as search engines and recommendation systems for e-commerce, computational advertising and news.
no code implementations • 11 Mar 2016 • Flavian Vasile, Damien Lefortier, Olivier Chapelle
One of the most challenging problems in computational advertising is the prediction of click-through and conversion rates for bidding in online advertising auctions.