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Entries: 1-10  
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Gaussian Processes for Machine Learning (GPML) Toolbox
Authors: Rasmussen, C.E.; Nickisch, H.
Date of Publication (YYYY-MM-DD): 2010-11
Title of Journal: Journal of Machine Learning Research
Volume: 11
Start Page: 3011
End Page: 3015
Document Type: Article
ID: 548430.0
Gaussian Mixture Modeling with Gaussian Process Latent Variable Models
Editors: Goesele, M.; Roth, S.; Kuijper, A.; Schiele, B.; Schindler, K.
Authors: Nickisch, H.; Rasmussen, C.E.
Date of Publication (YYYY-MM-DD): 2010-09
Title of Proceedings: Pattern Recognition: 32nd DAGM Symposium
Start Page: 271
End Page: 282
Document Type: Conference-Paper
ID: 548399.0
Dirichlet Process Gaussian Mixture Models: Choice of the Base Distribution
Authors: Görür, D.; Rasmussen, C.E.
Date of Publication (YYYY-MM-DD): 2010-07
Title of Journal: Journal of Computer Science and Technology
Volume: 25
Issue / Number: 4
Start Page: 653
End Page: 664
Document Type: Article
ID: 548368.0
Sparse Spectrum Gaussian Process Regression
Authors: Lázaro-Gredilla, M.; Quinonero-Candela, J.; Rasmussen, C.E.; Figueiras-Vidal, A.R.
Date of Publication (YYYY-MM-DD): 2010-06
Title of Journal: Journal of Machine Learning Research
Volume: 11
Start Page: 1865
End Page: 1881
Document Type: Article
ID: 548397.0
Modeling and Visualizing Uncertainty in Gene Expression Clusters using Dirichlet Process Mixtures
Authors: Rasmussen, C.E.; de la Cruz, B.J.; Ghahramani, Z.; Wild, D.L.
Date of Publication (YYYY-MM-DD): 2009-10
Title of Journal: IEEE/ACM Transactions on Computational Biology and Bioinformatics
Volume: 6
Issue / Number: 4
Start Page: 615
End Page: 628
Document Type: Article
ID: 461710.0
Gaussian Process Dynamic Programming
Authors: Deisenroth, M.P.; Rasmussen, C.E.; Peters, J.
Date of Publication (YYYY-MM-DD): 2009-03
Title of Journal: Neurocomputing
Volume: 72
Issue / Number: 7-9
Start Page: 1508
End Page: 1524
Document Type: Article
ID: 461644.0
Probabilistic Inference for Fast Learning in Control
Editors: Girgin, S.; Loth, M.; Munos, R.; Preux, P.; Ryabko, D.
Authors: Rasmussen, C.E.; Deisenroth, M.P.
Date of Publication (YYYY-MM-DD): 2008-11
Title of Proceedings: Recent Advances in Reinforcement Learning: 8th European Workshop (EWRL 2008)
Start Page: 229
End Page: 242
Document Type: Conference-Paper
ID: 420042.0
Approximations for Binary Gaussian Process Classification
Authors: Nickisch, H.; Rasmussen, C.E.
Date of Publication (YYYY-MM-DD): 2008-10
Title of Journal: Journal of Machine Learning Research
Volume: 9
Start Page: 2035
End Page: 2078
Document Type: Article
ID: 419931.0
Approximate Dynamic Programming with Gaussian Processes
Authors: Deisenroth, M.P.; Peters, J.; Rasmussen, C.E.
Date of Publication (YYYY-MM-DD): 2008-06
Title of Proceedings: Proceedings of the 2008 American Control Conference (ACC 2008)
Start Page: 4480
End Page: 4485
Document Type: Conference-Paper
ID: 420003.0
Model-Based Reinforcement Learning with Continuous States and Actions
Editors: Verleysen, M.
Authors: Deisenroth, M.P.; Rasmussen, C.E.; Peters, J.
Date of Publication (YYYY-MM-DD): 2008-04
Title of Proceedings: Advances in Computational Intelligence and Learning: Proceedings of the European Symposium on Artificial Neural Networks (ESANN 2008)
Start Page: 19
End Page: 24
Document Type: Conference-Paper
ID: 420002.0
Entries: 1-10  
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