520 search results - page 50 / 104 » Reductions Between Expansion Problems |
128
Voted
ICCV
2009
IEEE
16 years 7 months ago
2009
IEEE
Many machine learning algorithms require the summation of Gaussian kernel
functions, an expensive operation if implemented straightforwardly. Several methods
have been proposed t...
195
Voted
NIPS
2008
15 years 4 months ago
2008
Many machine learning algorithms require the summation of Gaussian kernel functions, an expensive operation if implemented straightforwardly. Several methods have been proposed to...
155
Voted
ESWS
2010
Springer
15 years 1 months ago
2010
Springer
Recent work in Ontology learning and Text mining has mainly focused on engineering methods to solve practical problem. In this thesis, we investigate methods that can substantially...
115
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
This paper examines the problem of extracting lowdimensional manifold structure given millions of highdimensional face images. Specifically, we address the computational challenge...
121
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We study online learning in an oblivious changing environment. The standard measure of regret bounds the difference between the cost of the online learner and the best decision in...