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» Preference learning with Gaussian processes
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ECML
2007
Springer
13 years 8 months ago
Approximating Gaussian Processes with H2-Matrices
Steffen Börm, Jochen Garcke
ICDM
2009
IEEE
155views Data Mining» more  ICDM 2009»
14 years 1 months ago
Stacked Gaussian Process Learning
—Triggered by a market relevant application that involves making joint predictions of pedestrian and public transit flows in urban areas, we address the question of how to utili...
Marion Neumann, Kristian Kersting, Zhao Xu, Daniel...
ICML
2009
IEEE
14 years 7 months ago
Non-linear matrix factorization with Gaussian processes
Neil D. Lawrence, Raquel Urtasun
DAGM
2010
Springer
13 years 7 months ago
Gaussian Mixture Modeling with Gaussian Process Latent Variable Models
Density modeling is notoriously difficult for high dimensional data. One approach to the problem is to search for a lower dimensional manifold which captures the main characteristi...
Hannes Nickisch, Carl Edward Rasmussen