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Convergence analysis of distributed multi-penalty regularized pairwise learning

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In this paper, we establish the error analysis for distributed pairwise learning with multi-penalty regularization, based on a divide-and-conquer strategy. We demonstrate with L2-error bound that t... Click to show full abstract

In this paper, we establish the error analysis for distributed pairwise learning with multi-penalty regularization, based on a divide-and-conquer strategy. We demonstrate with L2-error bound that t...

Keywords: analysis distributed; analysis; multi penalty; pairwise learning

Journal Title: Analysis and Applications
Year Published: 2019

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