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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) ...
Multi-label Classification with Multiple Label Correlation Orders And Structures
(2018-06-18)
Multilabel classification has attracted much interest in recent times due to the wide applicability of the problem and the challenges involved in learning a classifier for multilabeled data. A crucial aspect of multilabel ...