Carl Edward Rasmussen

Author

Also Known As

Aitchison, Laurence, C. E. Rasmussen, C.E. RASMUSSEN, C.E. Rasmussen, Carl E. Rasmussen, Carl Edward Rasmussen, Carl Edward Rasmussenb, Carl Rasmussen, Rasmussen, Carl, Rasmussen, Carl E

145

Publications

51.5K

Citations

H-Index

129

Concepts

All Affiliations

University of Cambridge Max Planck Institute for Biological Cybernetics Max Planck Society Technical University of Denmark University College London

About

Carl Edward Rasmussen is an author at University of Cambridge specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	30	42	6.3K
2	Management	6	6	1.2K
3	Medicine	3	3	131
4	Education	1	1	17
5	Health Sciences	1	1	37

Carl Edward Rasmussen

Publications

13.1K

Citations

H-Index

Page 1

	Year	Citations
A Unifying View of Sparse Approximate Gaussian Process Regression Joaquin Quiñonero-Candela, Carl Edward Rasmussen Journal of Machine Learning Research Gaussian Process RegressionNew Unifying ViewSparse RepresentationEngineeringMachine Learning	2005	1.8K
Gaussian Processes for Regression Christopher K. I. Williams, Carl Edward Rasmussen Aston Publications Explorer (Aston University)	1995	1.1K
PILCO: A Model-Based and Data-Efficient Approach to Policy Search Marc Peter Deisenroth, Carl Edward Rasmussen Cambridge University Engineering Department Publications Database	2011	1.1K
The Infinite Gaussian Mixture Model Carl Edward Rasmussen	1999	987
Gaussian Processes for Machine Learning (GPML) Toolbox Carl Edward Rasmussen, Hannes Nickisch Journal of Machine Learning Research Gpml ToolboxExpectation PropagationCovariance FunctionsEngineeringMachine Learning	2010	940
Gaussian Processes for Data-Efficient Learning in Robotics and Control Marc Peter Deisenroth, Dieter Fox, Carl Edward Rasmussen IEEE Transactions on Pattern Analysis and Machine Intelligence	2013	643
Sparse Spectrum Gaussian Process Regression Miguel Lázaro-Gredilla, Joaquin Quiñonero-Candela, Carl Edward Rasmussen, Journal of Machine Learning Research Sparse RepresentationEngineeringMachine LearningHigh-dimensional MethodRegression Tasks	2010	388
Gaussian Process Priors with Uncertain Inputs Application to Multiple-Step Ahead Time Series Forecasting Agathe Girard, Carl Edward Rasmussen, Joaquin Quiñonero Candela,	2002	370
Infinite Mixtures of Gaussian Process Experts Carl Edward Rasmussen, Zoubin Ghahramani	2001	366
Approximations for Binary Gaussian Process Classification Hannes Nickisch, Carl Edward Rasmussen	2008	304

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