Search Results for author: Abdulrahman Alabdulkareem

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Information-Theoretic Lower Bounds for Zero-Order Stochastic Gradient Estimation

no code implementations31 Mar 2020 Abdulrahman Alabdulkareem, Jean Honorio

In this paper we analyze the necessary number of samples to estimate the gradient of any multidimensional smooth (possibly non-convex) function in a zero-order stochastic oracle model.

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