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» Preference learning with Gaussian processes
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MLMI
2007
Springer
15 years 9 months 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...
101
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AC
2003
Springer
15 years 8 months ago
Gaussian Processes in Machine Learning
Carl Edward Rasmussen
91
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ICRA
2007
IEEE
147views Robotics» more  ICRA 2007»
15 years 10 months ago
Gaussian Processes and Reinforcement Learning for Identification and Control of an Autonomous Blimp
Jonathan Ko, Daniel J. Klein, Dieter Fox, Dirk H&a...
ICANN
2001
Springer
15 years 8 months ago
On-Line Learning Methods for Gaussian Processes
Shigeyuki Oba, Masa-aki Sato, Shin Ishii
JMLR
2010
70views more  JMLR 2010»
14 years 10 months ago
State-Space Inference and Learning with Gaussian Processes
Ryan Turner, Marc Peter Deisenroth, Carl Edward Ra...