1210 search results - page 164 / 242 » Newton's method and its use in optimization |
110
click to vote
NIPS
2003
15 years 1 months ago
2003
We consider the problem of reconstructing patterns from a feature map. Learning algorithms using kernels to operate in a reproducing kernel Hilbert space (RKHS) express their solu...
107
click to vote
ICASSP
2010
IEEE
15 years 1 days ago
2010
IEEE
Random projection has been suggested as a means of dimensionality reduction, where the original data are projected onto a subspace using a random matrix. It represents a computati...
IJON
2007
14 years 11 months ago
2007
In this paper, a ridgelet kernel regression model is proposed for approximation of high dimensional functions. It is based on ridgelet theory, kernel and regularization technology ...
ICRA
2010
IEEE
14 years 10 months ago
2010
IEEE
— How to make vision system work robustly under dynamic light conditions is still a challenging research focus in computer/robot vision community. In this paper, a novel camera p...
145
click to vote
JMLR
2010
14 years 6 months ago
2010
We study the problem of image denoising where images are assumed to be samples from low dimensional (sub)manifolds. We propose the algorithm of locally linear denoising. The algor...