Search Machine Learning Repository:
All publications by Jose M. Hernández-lobato
authors venues years



Gaussian Process Vine Copulas for Multivariate Dependence
David Lopez-paz, Jose M. Hernández-lobato and Zoubin Ghahramani
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Collaborative Gaussian Processes for Preference Learning
Neil Houlsby, Ferenc Huszar, Zoubin Ghahramani and Jose M. Hernández-lobato
Advances in Neural Information Processing Systems 25, 2012


Semi-Supervised Domain Adaptation with Non-Parametric Copulas
David Lopez-paz, Jose M. Hernández-lobato and Bernhard Schölkopf
Advances in Neural Information Processing Systems 25, 2012


Robust Multi-Class Gaussian Process Classification
Daniel Hernández-lobato, Jose M. Hernández-lobato and Pierre Dupont
Advances in Neural Information Processing Systems 24, 2011