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Sparse Multiclass And Multi-Label Classifier Design For Faster Inference
(2013-06-20)
Many real-world problems like hand-written digit recognition or semantic scene classification are treated as multiclass or multi-label classification prob-lems. Solutions to these problems using support vector machines (SVMs) ...
Efficient Kernel Methods For Large Scale Classification
(2011-02-22)
Classification algorithms have been widely used in many application domains. Most of these domains deal with massive collection of data and hence demand classification algorithms that scale well with the size of the data ...