566 search results - page 2 / 114 » Approximation Spaces in Machine Learning and Pattern Recogni... |
105
Voted
ICML
1999
IEEE
16 years 1 months ago
1999
IEEE
Most machine learning algorithms share the following drawback: they only output bare predictions but not the con dence in those predictions. In the 1960s algorithmic information t...
73
Voted
MLDM
2001
Springer
15 years 5 months ago
2001
Springer
131
Voted
CIARP
2010
Springer
14 years 10 months ago
2010
Springer
Abstract. It has been shown that many kernel methods can be equivalently formulated as minimal-enclosing-ball (MEB) problems in certain feature space. Exploiting this reduction eff...
128
Voted
ISVC
2010
Springer
14 years 11 months ago
2010
Springer
In this paper, we propose an automatic learning method for gesture recognition. We combine two different pattern recognition techniques: the SelfOrganizing Map (SOM) and Support Ve...
116
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
In Sparse Coding (SC), input vectors are reconstructed using a sparse linear combination of basis vectors. SC has become a popular method for extracting features from data. For a ...