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Accelerated Mini-batch Randomized Block Coordinate Descent Method
We consider regularized empirical risk minimization problems. In particular, we minimize the sum of a smooth empirical risk function and a nonsmooth regularization function. When the regularization function is block separable, we can solve the minimization problems in a randomized block coordinate d...
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| Publicado no: | Adv Neural Inf Process Syst |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2014
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4303186/ https://ncbi.nlm.nih.gov/pubmed/25620860 |
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