321 search results - page 2 / 65 » Stacked Gaussian Process Learning |
ICML
2009
IEEE
14 years 11 months ago
2009
IEEE
DAGM
2010
Springer
13 years 12 months ago
2010
Springer
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...
ICML
2003
IEEE
14 years 11 months ago
2003
IEEE
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
ICML
2005
IEEE
14 years 11 months ago
2005
IEEE
We consider the problem of multi-task learning, that is, learning multiple related functions. Our approach is based on a hierarchical Bayesian framework, that exploits the equival...
ICPR
2010
IEEE
14 years 3 months ago
2010
IEEE
A method for Gaussian process learning of a scalar function from a set of pair-wise order relationships is presented. Expectation propagation is used to obtain an approximation to...