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Jul, 2024
非负 Gauss-Newton 步长的自适应随机梯度方法
An Adaptive Stochastic Gradient Method with Non-negative Gauss-Newton Stepsizes
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Antonio Orvieto, Lin Xiao
TL;DR
用Gauss-Newton方法最小化大量平滑但可能非凸函数的平均值，并提供收敛分析。
Abstract
We consider the problem of
minimizing
the
average
of a large number of smooth but possibly
non-convex functions
. In the context of most ma
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