Joaquin Quiñonero Candela

Practical Lessons from Predicting Clicks on Ads at Facebook

Xinran He, Junfeng Pan, Ou Jin et al. · 2014 · 868 citations

Engineering, Machine Learning, Targeted Advertising +20

Web-Scale Bayesian Click-Through rate Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine

Thore Graepel, Joaquin Quiñonero Candela, Thomas Borchert et al. · 2010 · 457 citations

Gaussian Process Priors with Uncertain Inputs Application to Multiple-Step Ahead Time Series Forecasting

Agathe Girard, Carl Edward Rasmussen, Joaquin Quiñonero Candela et al. · 2002 · 370 citations

Propagation of uncertainty in Bayesian kernel models - application to multiple-step ahead forecasting

Joaquin Quiñonero Candela, Agathe Girard, Jan Larsen et al. · 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). · 2003 · 133 citations · Full text

Forecasting Methodology, Engineering, Bayesian Kernel +17

Gaussian Processes in Practice

Neil D. Lawrence, Anton Schwaighofer, Joaquin Quiñonero Candela · 2007 · 27 citations

Gpip Gaussian Processes, Engineering, Practice June 12-13 +9