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TOOL · CL_106744 · Jun 19 · 18:43

New analysis details gradient descent performance in logistic regression

This paper analyzes the finite-sample performance of gradient descent in logistic regression with Gaussian design. The authors establish that gradient descent can achieve linear convergence to a small neighborhood of th…