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Gaussian Design
Gaussian Design
PulseAugur coverage of Gaussian Design — every cluster mentioning Gaussian Design across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New minimax optimal estimator improves logistic regression accuracy
Researchers have developed a new minimax optimal estimator for logistic regression with Gaussian design, improving upon existing error rates. This new estimator achieves an error rate of O(sqrt(R^3/n)), which is theoret…
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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…