Joaquin Quiñonero-Candela

A Unifying View of Sparse Approximate Gaussian Process Regression

Joaquin Quiñonero-Candela, Carl Edward Rasmussen · Journal of Machine Learning Research · 2005 · 1.8K citations

Gaussian Process Regression, New Unifying View, Sparse Representation +12

Counterfactual reasoning and learning systems: the example of computational advertising

Léon Bottou, Jonas Peters, Joaquin Quiñonero-Candela et al. · 2013 · 530 citations

Sparse Spectrum Gaussian Process Regression

Miguel Lázaro-Gredilla, Joaquin Quiñonero-Candela, Carl Edward Rasmussen et al. · Journal of Machine Learning Research · 2010 · 388 citations

Sparse Representation, Engineering, Machine Learning +11

Local distance preservation in the GP-LVM through back constraints

Neil D. Lawrence, Joaquin Quiñonero-Candela · 2006 · 221 citations

Healing the relevance vector machine through augmentation

Carl Edward Rasmussen, Joaquin Quiñonero-Candela · 2005 · 95 citations

Artificial Intelligence, Engineering, Machine Learning +20