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178
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JMLR
2008
15 years 6 months ago
2008
Linear support vector machines (SVM) are useful for classifying large-scale sparse data. Problems with sparse features are common in applications such as document classification a...
165
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ICCAD
2007
IEEE
2007
IEEE
Finding linear building-blocks for RTL synthesis of polynomial datapaths with fixed-size bit-vectors
15 years 10 months ago
Abstract: Polynomial computations over fixed-size bitvectors are found in many practical datapath designs. For efficient RTL synthesis, it is important to identify good decompositi...
175
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ICDAR
2009
IEEE
15 years 4 months ago
2009
IEEE
In this paper, we tackle the problem of localizing graphical symbols on complex technical document images by using an original approach to solve the subgraph isomorphism problem. ...
134
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ICIP
2002
IEEE
16 years 7 months ago
2002
IEEE
Matching Pursuit decomposes a signal into a linear expansion of functions selected from a redundant dictionary, isolating the signal structures that are coherent with respect to a...
165
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ICDM
2003
IEEE
15 years 11 months ago
2003
IEEE
Learning Bayesian network structure from large-scale data sets, without any expertspecified ordering of variables, remains a difficult problem. We propose systematic improvements ...