PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Carl Edward Rasmussen

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Number of EPrints submitted by this user: 9

Model-based Design Analysis and Yield Optimization
Tobias Pfingsten, Daniel Herrmann and Carl Edward Rasmussen
IEEE Transactions on Semiconductor Manufacturing Volume 19, Number 4, pp. 475-486, 2006.

A Unifying View of Sparse Approximate Gaussian Process Regression
Joaquin Quinonero Candela and Carl Edward Rasmussen
Journal of Machine Learning Reserch Volume 6, pp. 1935-1959, 2005.

A Choice Model with Infinitely Many Latent Features
Dilan Gorur, Frank Jäkel and Carl Edward Rasmussen
In: 23rd International Conference on Machine Learning (ICML 2006), 7-11 August 2005, Bonn, Germany.

Approximations for Binary Gaussian Process Classification
Hannes Nickisch and Carl Edward Rasmussen
Journal of Machine Learning Research Volume 9, pp. 2035-2078, 2008. ISSN 1532-4435

Gaussian Processes for Machine Learning (GPML) Toolbox
Carl Edward Rasmussen and Hannes Nickisch
Journal of Machine Learning Research Volume 11, pp. 3011-3015, 2010.

Dirichlet Process Gaussian Mixture Models: Choice of the Base Distribution
Dilan Gorur and Carl Edward Rasmussen
Journal of Computer Science and Technology Volume 25, Number 4, pp. 615-626, 2010. ISSN 1000-9000

Sparse Spectrum Gaussian Process Regression
Miguel Lazaro-Gredilla, Joaquin Quinonero Candela, Carl Edward Rasmussen and Aníbal R. Figueiras-Vidal
Journal of Machine Learning Research Volume 11, pp. 1865-1881, 2010.

Reinforcement learning with reference tracking control in continuous state spaces
Joseph Hall, Carl Edward Rasmussen and Jan Maciejowski
In: 50th IEEE Conference on Decision and Control and European Control Conference(2011).

Gaussian Processes for time-marked time-series data
John P. Cunningham, Zoubin Ghahramani and Carl Edward Rasmussen
In: AISTATS 2012(2012).