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COLT
2001
Springer
14 years 2 months ago
Rademacher and Gaussian Complexities: Risk Bounds and Structural Results
We investigate the use of certain data-dependent estimates of the complexity of a function class, called Rademacher and Gaussian complexities. In a decision theoretic setting, we ...
Peter L. Bartlett, Shahar Mendelson
ICDAR
1999
IEEE
14 years 2 months ago
A Range Free Skew Detection Technique for Digitized Gurmukhi Script Documents
In this paper, a range free skew detection technique for machine printed Gurmukhi documents has been presented. This approach can easily be extended to other Indian language scrip...
G. S. Lehal, Renu Dhir
ICML
2010
IEEE
13 years 11 months ago
Learning the Linear Dynamical System with ASOS
We develop a new algorithm, based on EM, for learning the Linear Dynamical System model. Called the method of Approximated Second-Order Statistics (ASOS) our approach achieves dra...
James Martens
CORR
2006
Springer
106views Education» more  CORR 2006»
13 years 10 months ago
Checkbochs: Use Hardware to Check Software
In this paper, we present a system called Checkbochs, a machine simulator that checks rules about its guest operating system and applications at the hardware level. The properties...
Sorav Bansal
NPL
2002
103views more  NPL 2002»
13 years 9 months ago
Kernel Nearest Neighbor Algorithm
The `kernel approach' has attracted great attention with the development of support vector machine (SVM) and has been studied in a general way. It offers an alternative soluti...
Kai Yu, Liang Ji, Xuegong Zhang