| 2017 | KDD | Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions. | Flavian Vasile, Damien Lefortier, Olivier Chapelle |
| 2017 | WWW | Field-aware Factorization Machines in a Real-world Online Advertising System. | Yuchin Juan, Damien Lefortier, Olivier Chapelle |
| 2015 | WWW | Offline Evaluation of Response Prediction in Online Advertising Auctions. | Olivier Chapelle |
| 2014 | KDD | Modeling delayed feedback in display advertising. | Olivier Chapelle |
| 2012 | ICML | The Greedy Miser: Learning under Test-time Budgets. | Zhixiang Eddie Xu, Kilian Q. Weinberger, Olivier Chapelle |
| 2012 | SIGIR | Learning to suggest: a machine learning framework for ranking query suggestions. | Umut Ozertem, Olivier Chapelle, Pinar Donmez, Emre Velipasaoglu |
| 2010 | KDD | Multi-task learning for boosting with application to web search ranking. | Olivier Chapelle, Pannagadatta K. Shivaswamy, Srinivas Vadrevu, Kilian Q. Weinberger, Ya Zhang, Belle L. Tseng |
| 2010 | SIGIR | Active learning for ranking through expected loss optimization. | Bo Long, Olivier Chapelle, Ya Zhang, Yi Chang, Zhaohui Zheng, Belle L. Tseng |
| 2010 | SIGIR | Learning more powerful test statistics for click-based retrieval evaluation. | Yisong Yue, Yue Gao, Olivier Chapelle, Ya Zhang, Thorsten Joachims |
| 2010 | WSDM | Early exit optimizations for additive machine learned ranking systems. | Berkant Barla Cambazoglu, Hugo Zaragoza, Olivier Chapelle, Jiang Chen, Ciya Liao, Zhaohui Zheng, Jon Degenhardt |
| 2009 | CIKM | Supervised semantic indexing. | Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Olivier Chapelle, Kilian Q. Weinberger |
| 2009 | CIKM | Expected reciprocal rank for graded relevance. | Olivier Chapelle, Donald Metlzer, Ya Zhang, Pierre Grinspan |
| 2009 | WWW | A dynamic bayesian network click model for web search ranking. | Olivier Chapelle, Ya Zhang |
| 2009 | SIGIR | Global ranking by exploiting user clicks. | Shihao Ji, Ke Zhou, Ciya Liao, Zhaohui Zheng, Gui-Rong Xue, Olivier Chapelle, Gordon Sun, Hongyuan Zha |
| 2006 | ICML | A continuation method for semi-supervised SVMs. | Olivier Chapelle, Mingmin Chi, Alexander Zien |
| 2006 | ICML | Deterministic annealing for semi-supervised kernel machines. | Vikas Sindhwani, S. Sathiya Keerthi, Olivier Chapelle |
| 2005 | AISTATS | Active Learning for Parzen Window Classifier. | Olivier Chapelle |
| 2005 | AISTATS | Semi-Supervised Classification by Low Density Separation. | Olivier Chapelle, Alexander Zien |
| 2005 | ALT | An Analysis of the Anti-learning Phenomenon for the Class Symmetric Polyhedron. | Adam Kowalczyk, Olivier Chapelle |
| 2005 | ICML | Implicit surface modelling as an eigenvalue problem. | Christian Walder, Olivier Chapelle, Bernhard Schlkopf |
| 2003 | ICTAI | Feature Selection for Support Vector Machines by Means of Genetic Algorithms. | Holger Frhlich, Olivier Chapelle, Bernhard Schlkopf |