1297 search results - page 28 / 260 » Covariant Derivatives and Vision |
NIPS
2007
13 years 11 months ago
2007
We present an efficient generalization of the sparse pseudo-input Gaussian process (SPGP) model developed by Snelson and Ghahramani [1], applying it to binary classification pro...
AUTOMATICA
2008
13 years 10 months ago
2008
: The standard prediction error framework provides many theoretical results under the assumption that the true system is in the model class. An important example is the expression ...
CSDA
2010
13 years 8 months ago
2010
The goal of this work is to study the asymptotic and finite sample properties of an estimator of a nonlinear regression function when errors are spatially correlated, and when the...
PPSN
2010
Springer
13 years 8 months ago
2010
Springer
Abstract. The recently introduced family of natural evolution strategies (NES), a novel stochastic descent method employing the natural gradient, is providing a more principled alt...
IGARSS
2009
13 years 7 months ago
2009
The paper describes a novice method for sampling geochemicals to characterize mine tailings. We model the spatial relationships between a multi-element signature and, as covariate...