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Book
778views
17 years 1 months ago
Gaussian Processes for Machine Learning
"Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning...
Carl Edward Rasmussen and Christopher K. I. Willia...
129
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LCTRTS
2004
Springer
15 years 9 months ago
Asynchronous software thread integration for efficient software
Existing software thread integration (STI) methods provide synchronous thread progress within integrated functions. For the remaining, non-integrated portions of the secondary (or...
Nagendra J. Kumar, Siddhartha Shivshankar, Alexand...
150
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WWW
2008
ACM
16 years 4 months ago
Can chinese web pages be classified with english data source?
As the World Wide Web in China grows rapidly, mining knowledge in Chinese Web pages becomes more and more important. Mining Web information usually relies on the machine learning ...
Xiao Ling, Gui-Rong Xue, Wenyuan Dai, Yun Jiang, Q...
145
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PEPM
2009
ACM
16 years 18 days ago
Bidirectional data-flow analyses, type-systematically
We show that a wide class of bidirectional data-flow analyses and program optimizations based on them admit declarative descriptions in the form of type systems. The salient feat...
Maria João Frade, Ando Saabas, Tarmo Uustal...
PLDI
2009
ACM
15 years 10 months ago
A weakest precondition approach to active attacks analysis
Information flow controls can be used to protect both data confidentiality and data integrity. The certification of the security degree of a program that runs in untrusted envi...
Musard Balliu, Isabella Mastroeni