most citedStability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning

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cs.LG2019★ 2 cited

Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning

Wei Shen, Zhenhuan Yang, Yiming Ying +1

In this paper we study the stability and its trade-off with optimization error for stochastic gradient descent (SGD) algorithms in the pairwise learning setting. Pairwise learning…