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70

ICML
2009
IEEE

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Function factorization using warped Gaussian processes

15 years 11 months ago

Function factorization using warped Gaussian processes

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Mikkel N. Schmidt

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91

ECML
2007
Springer

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Approximating Gaussian Processes with H2-Matrices

15 years 4 days ago

Approximating Gaussian Processes with H2-Matrices

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Steffen Börm, Jochen Garcke

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82

ICML
2007
IEEE

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Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach

15 years 11 months ago

Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach

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Andreas Krause, Carlos Guestrin

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74

ICML
2009
IEEE

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Non-linear matrix factorization with Gaussian processes

15 years 11 months ago

Non-linear matrix factorization with Gaussian processes

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Neil D. Lawrence, Raquel Urtasun

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150

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Gaussian Processes for Machine Learning

16 years 8 months ago

Gaussian Processes for Machine Learning

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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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