148 search results - page 3 / 30 » Multi-task Gaussian Process Prediction |
NIPS
2007
13 years 8 months ago
2007
In this paper we investigate multi-task learning in the context of Gaussian Processes (GP). We propose a model that learns a shared covariance function on input-dependent features...
TASLP
2011
13 years 1 months ago
2011
Abstract—A probabilistic kernel approach to pairwise preference learning based on Gaussian processes is applied to predict preference judgments for sound quality degradation mech...
AIME
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. Mechanical ventilation can cause severe lung damage by inadequate adjustment of the ventilator. We introduce a Machine Learning approach to predict the pressure-dependent...
SAC
2008
ACM
13 years 6 months ago
2008
ACM
IJCV
2010
13 years 5 months ago
2010