1435 search results - page 48 / 287 » Generalization Error Bounds Using Unlabeled Data |
CAIP
2009
Springer
15 years 1 months ago
2009
Springer
Binary decision trees based on univariate splits have traditionally employed so-called impurity functions as a means of searching for the best node splits. Such functions use estim...
IM
2007
14 years 11 months ago
2007
- Many researchers have considered security policy management, including how to configure policies manually and even how to automatically generate security policies based on securi...
IJCNN
2007
IEEE
15 years 4 months ago
2007
IEEE
— To obtain accurate modeling results, it is of primal importance to find optimal values for the hyperparameters in the Support Vector Regression (SVR) model. In general, we sea...
NAACL
2010
14 years 7 months ago
2010
This paper proposes a novel approach to the problem of training classifiers to detect and correct grammar and usage errors in text by selectively introducing mistakes into the tra...
ECCC
2006
14 years 9 months ago
2006
Ahlswede and Winter [AW02] introduced a Chernoff bound for matrix-valued random variables, which is a non-trivial generalization of the usual Chernoff bound for real-valued random...