Many problems in statistics and machine learning can be formulated as an optimization problem of a finite sum of nonsmooth convex functions. We propose an algorithm to minimize this type of objecti...

中文翻译：

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一种最小化多非光滑分量函数的有效算法

统计学和机器学习中的许多问题都可以表述为非光滑凸函数的有限和的优化问题。我们提出了一种算法来最小化这种类型的目标......