176 search results - page 11 / 36 » Learning with Transformation Invariant Kernels |
134
Voted
JMLR
2008
15 years 1 months ago
2008
We show that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel matche...
124
Voted
NIPS
1997
15 years 3 months ago
1997
In macaque inferotemporal cortex (IT), neurons have been found to respond selectively to complex shapes while showing broad tuning (“invariance”) with respect to stimulus tran...
117
Voted
JMLR
2008
15 years 1 months ago
2008
A method is introduced to learn and represent similarity with linear operators in kernel induced Hilbert spaces. Transferring error bounds for vector valued large-margin classifie...
115
Voted
ICPR
2008
IEEE
15 years 8 months ago
2008
IEEE
We present a novel method for incorporating prior knowledge about invariances in object recognition for discriminant analysis. In contrast to conventional isotropic regularization...
93
Voted
PKDD
2009
Springer
15 years 8 months ago
2009
Springer
Abstract. We present a method for applying machine learning algorithms to the automatic classification of astronomy star surveys using time series of star brightness. Currently su...