Sciweavers

Share
3 search results - page 1 / 1
» Nearly Uniform Validation Improves Compression-Based Error B...
Sort
View
JMLR
2008
104views more  JMLR 2008»
12 years 12 months ago
Nearly Uniform Validation Improves Compression-Based Error Bounds
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...
Eric Bax
STOC
2009
ACM
99views Algorithms» more  STOC 2009»
14 years 17 days ago
Testing juntas nearly optimally
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 ...
Eric Blais
ICASSP
2008
IEEE
13 years 6 months ago
Corrected tandem features for acoustic model training
This paper describes a simple method for signi´Čücantly improving Tandem features used to train acoustic models for large-vocabulary speech recognition. The linear activations at ...
Arlo Faria, Nelson Morgan
books