| 2014 | KDD | Practical Lessons from Predicting Clicks on Ads at Facebook. | Xinran He, Junfeng Pan, Ou Jin, Tianbing Xu, Bo Liu, Tao Xu, Yanxin Shi, Antoine Atallah, Ralf Herbrich, Stuart Bowers, Joaquin Quionero Candela |
| 2010 | ICML | Web-Scale Bayesian Click-Through rate Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine. | Thore Graepel, Joaquin Quionero Candela, Thomas Borchert, Ralf Herbrich |
| 2009 | KDD | Scalable clustering and keyword suggestion for online advertisements. | Anton Schwaighofer, Joaquin Quionero Candela, Thomas Borchert, Thore Graepel, Ralf Herbrich |
| 2006 | ICML | Local distance preservation in the GP-LVM through back constraints. | Neil D. Lawrence, Joaquin Quionero Candela |
| 2005 | ICML | Healing the relevance vector machine through augmentation. | Carl Edward Rasmussen, Joaquin Quionero Candela |
| 2005 | ICML | Large margin non-linear embedding. | Alexander Zien, Joaquin Quionero Candela |
| 2003 | ICASSP | Propagation of uncertainty in Bayesian kernel models - application to multiple-step ahead forecasting. | Joaquin Quionero Candela, Agathe Girard, Jan Larsen, Carl Edward Rasmussen |
| 2002 | ICASSP | Time series prediction based on the Relevance Vector Machine with adaptive kernels. | Joaquin Quionero Candela, Lars Kai Hansen |