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MLG
2007
Springer
16 years 1 months ago
A Universal Kernel for Learning Regular Languages
We give a universal kernel that renders all the regular languages linearly separable. We are not able to compute this kernel efficiently and conjecture that it is intractable, but...
Leonid Kontorovich
PACT
2005
Springer
16 years 1 months ago
Parallel Implementation of Back-Propagation Neural Network Software on SMP Computers
Abstract. Experiments of neural network training procedure parallelization are conducted. Several styles of parallelization are described and compared, estimations of neural networ...
Victor G. Tsaregorodtsev
SLSFS
2005
Springer
16 years 1 months ago
Random Projection, Margins, Kernels, and Feature-Selection
Random projection is a simple technique that has had a number of applications in algorithm design. In the context of machine learning, it can provide insight into questions such as...
Avrim Blum
ISOLA
2004
Springer
16 years 1 months ago
On the Correctness of Transformations in Compiler Back-Ends
This paper summarizes the results on the correctness of the transformations in compiler back-ends achieved in the DFG-project Verifix. Compiler back-ends transform intermediate la...
Wolf Zimmermann
ICDAR
2003
IEEE
16 years 29 days ago
Skew Detection for Complex Document Images Using Fuzzy Runlength
A skew angle estimation approach based on the application of a fuzzy directional runlength is proposed for complex address images. The proposed technique was tested on a variety o...
Zhixin Shi, Venu Govindaraju