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- W2247208001 abstract "Several learning algorithms in classification and structured prediction are formulated as large scale optimization problems. We show that a generic iterative reformulation and resolving strategy based on the progressive hedging algorithm from stochastic programming results in a highly parallel algorithm when applied to the large margin classification problem with nonlinear kernels. We also underline promising aspects of the available analysis of progressive hedging strategies." @default.
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- W2247208001 date "2009-12-01" @default.
- W2247208001 modified "2023-09-26" @default.
- W2247208001 title "Large Margin Classification with the Progressive Hedging Algorithm" @default.
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