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Maximum Likelihood Estimator (MLE)
Maximum Likelihood Estimator (MLE)
PulseAugur coverage of Maximum Likelihood Estimator (MLE) — every cluster mentioning Maximum Likelihood Estimator (MLE) 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 research strengthens asymptotic normality for maximum likelihood estimators
This paper introduces stronger forms of asymptotic normality for the maximum likelihood estimator (MLE). It establishes sub-Gaussian tail bounds and convergence of all moments for the normalized estimation error under s…