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» Preference learning with Gaussian processes
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MLMI
2007
Springer
14 years 25 days ago
Gaussian Process Latent Variable Models for Human Pose Estimation
We describe a method for recovering 3D human body pose from silhouettes. Our model is based on learning a latent space using the Gaussian Process Latent Variable Model (GP-LVM) [1]...
Carl Henrik Ek, Philip H. S. Torr, Neil D. Lawrenc...
AC
2003
Springer
13 years 12 months ago
Gaussian Processes in Machine Learning
Carl Edward Rasmussen
ICANN
2001
Springer
13 years 11 months ago
On-Line Learning Methods for Gaussian Processes
Shigeyuki Oba, Masa-aki Sato, Shin Ishii
JMLR
2010
70views more  JMLR 2010»
13 years 1 months ago
State-Space Inference and Learning with Gaussian Processes
Ryan Turner, Marc Peter Deisenroth, Carl Edward Ra...