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20192022
most citedWhy resampling outperforms reweighting for correcting sampling bias with stochastic gradients

11 citations · 14 across the 7 of their papers we have counts for

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math.NA2020

A Sharp Convergence Rate for the Asynchronous Stochastic Gradient Descent

Yuhua Zhu, Lexing Ying

We give a sharp convergence rate for the asynchronous stochastic gradient descent (ASGD) algorithms when the loss function is a perturbed quadratic function based on the stochastic…