3 search results - page 1 / 1 » Nearly Uniform Validation Improves Compression-Based Error B... |
JMLR
2008
13 years 4 months ago
2008
This paper develops bounds on out-of-sample error rates for support vector machines (SVMs). The bounds are based on the numbers of support vectors in the SVMs rather than on VC di...
STOC
2009
ACM
14 years 5 months ago
2009
ACM
A function on n variables is called a k-junta if it depends on at most k of its variables. In this article, we show that it is possible to test whether a function is a k-junta or ...
ICASSP
2008
IEEE
13 years 11 months ago
2008
IEEE
This paper describes a simple method for significantly improving Tandem features used to train acoustic models for large-vocabulary speech recognition. The linear activations at ...