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Gaussian Processes in Machine Learning
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ICML
2009
IEEE
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Function factorization using warped Gaussian processes
14 years 5 months ago
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mikkelschmidt.dk
Mikkel N. Schmidt
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ECML
2007
Springer
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Approximating Gaussian Processes with H2-Matrices
13 years 6 months ago
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videolectures.net
Steffen Börm, Jochen Garcke
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ICML
2007
IEEE
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Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach
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reports-archive.adm.cs.cmu.edu
Andreas Krause, Carlos Guestrin
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ICML
2009
IEEE
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Non-linear matrix factorization with Gaussian processes
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Neil D. Lawrence, Raquel Urtasun
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Gaussian Processes for Machine Learning
15 years 3 months ago
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"Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning...
Carl Edward Rasmussen and Christopher K. I. Willia...
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