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Why a sign of gradient (plus or minus) is not enough for finding a steepest ascend?
Furthermore, they are closely connected to so-called
adaptive gradient methods like Adam. … Properties of the sign gradient descent algorithms
The aim of this article is to study the properties of the sign
gradient descent algorithms involving the sign of the gradient instead
of the gradient …