Efficient Vector Representation for Documents through Corruption, M. Chen, ICLR 2017
Tighter bounds lead to improved classifiers, N. Le Roux, ICLR 2017
Field-aware Factorization Machines in a Real-world Online Advertising System, Y. Juan, D. Lefortier and O. Chapelle, WWW 2017.
Meta-Prod2Vec – Product Embeddings Using Side-Information for Recommendation, F. Vasile, E. Smirnova and A. Conneau, RecSys 2016.
Cost-sensitive Learning for Bidding in Online Advertising Auctions, F. Vasile and D. Lefortier, NIPS ML for e-Commerce 2015.
Offline evaluation of response prediction in online advertising auctions, O. Chapelle, WWW, 2015.
Modeling delayed feedback in display advertising, O. Chapelle, KDD, 2014.
Classifier cascades and trees for minimizing feature evaluation cost, Z. Xu, M. Kusner, K. Weinberger, M. Chen, and O. Chapelle, JMLR, 15:2113–2144, 2014.