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Book
"The goal of this book is to teach you to think like a computer scientist. I like the way computer scientists think because they combine some of the best features of Mathemati...
JMLR
2008
13 years 5 months ago
2008
This paper introduces a new PAC transductive error bound for classification. The method uses information from the training examples and inputs of working examples to develop a set...
ICML
2007
IEEE
14 years 6 months ago
2007
IEEE
This paper presents a novel Gaussian process (GP) approach to regression with inputdependent noise rates. We follow Goldberg et al.'s approach and model the noise variance us...
CIE
2007
Springer
13 years 7 months ago
2007
Springer
Abstract. As one simple type of statistical inference problems we consider Most Likely Solution problem, a task of finding a most likely solution (MLS in short) for a given proble...
DBSEC
2010
13 years 7 months ago
2010
Abstract. Access control mechanisms are used to control which principals (such as users or processes) have access to which resources based on access control policies. To ensure the...