On-line learning in neural networks
On-line learning in neural networks
A Bayesian approach to on-line learning
On-line learning in neural networks
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
| Hi-index | 0.00 |
We study online approximations to Gaussian process models for spatially distributedsystems. We apply our methodto the prediction of wind fields over the ocean surface from scatterometer data. Our approach combines a sequential update of a Gaussian approximation to the posterior with a sparse representation that allows to treat problems with a large number of observations.