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CORR
2012
Springer
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12 years 7 months ago
Random Feature Maps for Dot Product Kernels
Approximating non-linear kernels using feature maps has gained a lot of interest in recent years due to applications in reducing training and testing times of SVM classifiers and...
Purushottam Kar, Harish Karnick
FOSSACS
2011
Springer
13 years 2 months ago
Ordinal Theory for Expressiveness of Well Structured Transition Systems
To the best of our knowledge, we characterize for the first time the importance of resources (counters, channels, alphabets) when measuring expressiveness of WSTS. We establish, f...
Rémi Bonnet, Alain Finkel, Serge Haddad, Fe...