Search Machine Learning Repository:
All publications by Joaquin Q. Candela
authors venues years



Web-Scale Bayesian Click-Through rate Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine
Thore Graepel, Joaquin Q. Candela, Thomas Borchert and Ralf Herbrich
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Local distance preservation in the GP-LVM through back constraints
Neil D. Lawrence and Joaquin Q. Candela
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Large margin non-linear embedding
Alexander Zien and Joaquin Q. Candela
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Healing the relevance vector machine through augmentation
Carl E. Rasmussen and Joaquin Q. Candela
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


A Unifying View of Sparse Approximate Gaussian Process Regression
Joaquin Q. Candela and Carl E. Rasmussen
Journal of Machine Learning Research, 2005


Gaussian Process Priors with Uncertain Inputs -- Application to Multiple-Step Ahead Time Series Forecasting
Agathe Girard, Joaquin Q. Candela, Roderick Murray-smith and Carl E. Rasmussen
Advances in Neural Information Processing Systems 15, 2002