most citedBias-Variance Tradeoff in a Sliding Window Implementation of the Stochastic Gradient Algorithm

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stat.ML2019★ 1 cited

Bias-Variance Tradeoff in a Sliding Window Implementation of the Stochastic Gradient Algorithm

Yakup Ceki Papo

This paper provides a framework to analyze stochastic gradient algorithms in a mean squared error (MSE) sense using the asymptotic normality result of the stochastic gradient desce…