PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Joaquin Quinonero Candela

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Number of EPrints submitted by this user: 6

Learning Depth From Stereo. Pattern Recognition
Fabian Sinz, Joaquin Quinonero Candela, Goekhan Hasan Bakir, Carl Edward Rasmussen and Matthias Franz
In: Proc. 26th DAGM Symposium, 30th Aug - 1st Sept 2004, Tuebingen, Germany.

Analysis of Some Methods for Reduced Rank Gaussian Process Regression
Joaquin Quinonero Candela and Carl Edward Rasmussen
In: Proceedings of the Hamilton Summer School on Switching and Learning in Feedback Systems Lecture Notes in Computing Science . (2004) Springer-Verlag .

Learning with Uncertainty - Gaussian Processes and Relevance Vector Machines
Joaquin Quinonero Candela
(2004) PhD thesis, Technical University of Denmark.

Healing the Relevance Vector Machine through Augmentation
Carl Edward Rasmussen and Joaquin Quinonero Candela
In: International Conference on Machine Learning, 7-11 August 2005, Bonn, Germany.

Approximation Methods for Gaussian Process Regression
Joaquin Quinonero Candela, Carl Edward Rasmussen and Christopher Williams
In: Large Scale Kernel Machines Adaptive Computation and Machine Learning . (2006) The MIT Press , Cambridge, MA .

Machine Learning Challenges: Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment
Joaquin Quinonero Candela, Ido Dagan, Bernardo Magnini and Florence d'Alché-Buc, ed. (2006) Lecture Notes in Artificial Intelligence , Number LNAI 3944. Springer , Heidelberg, Germany . ISBN 3 540 33427 0