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Robust Multicategory Support Matrix Machines
We consider the classification problem when the input features are represented as matrices rather than vectors. To preserve the intrinsic structures for classification, a successful method is the Support Matrix Machine (SMM) in [19], which optimizes an objective function with a hinge loss plus a so-...
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| Τόπος έκδοσης: | Math Program |
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| Κύριοι συγγραφείς: | , , , , |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
2019
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6980461/ https://ncbi.nlm.nih.gov/pubmed/31983775 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10107-019-01386-z |
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