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High-dimensional statistics
Online inference with debiased stochastic gradient descent
We propose a debiased stochastic gradient descent algorithm for online statistical inference with high-dimensional data. Our approach combines the debiasing technique developed in high-dimensional statistics with the stochastic gradient descent …
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