ENTITY Georg Keilbar

Georg Keilbar

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TOOL · CL_231157 · Sep 2 · 04:00

New SGD method enables online quantile estimation with theoretical guarantees

This paper introduces a novel smoothed stochastic gradient descent (SGD) algorithm for online quantile estimation. The method ensures estimates remain monotone with respect to the quantile level throughout the streaming…