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SUMMARY:Robust Gaussian Process Regression and Applications - Oliver Stegl
 e
DTSTART:20061213T140000Z
DTEND:20061213T150000Z
UID:TALK6003@talks.cam.ac.uk
CONTACT:Oliver Stegle
DESCRIPTION:The Gaussian Process Prior is very flexible\, easy to use\, an
 d gives excellent results for many regression problems.\nAs soon as we try
  to tackle real world data the non-gaussianity of nature and noise often m
 akes it more difficult to adopt the GP scheme.\nI will discuss some non-Ga
 ussian likelihood models to solve this in the context of an application to
  physiological heart-rate data.\n\nThis is work in progress.
LOCATION:TCM Seminar Room\, Cavendish Laboratory\, Department of Physics
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