Least Squares Estimator
PulseAugur coverage of Least Squares Estimator — every cluster mentioning Least Squares Estimator across labs, papers, and developer communities, ranked by signal.
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New Empirical Bayes Method for Correlated Gaussian Sequences
Researchers have developed a new method for empirical Bayes estimation in correlated Gaussian sequence models. This approach utilizes a maximum Composite Marginal Likelihood (CML) estimator, which effectively handles de…
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Deep learning framework slashes pilot overhead in mmWave MIMO systems
Researchers have developed a novel deep learning framework called Multi-Block Attention (MBA) to improve channel estimation in millimeter-wave MIMO systems assisted by Intelligent Reflecting Surfaces (IRSs). This framew…
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New research offers sharp risk bounds for early-stopping in Gaussian linear regression
Researchers have developed new theoretical bounds for early-stopping in Gaussian linear regression, a technique used to minimize in-sample mean squared error. The study shows that these bounds can match the sharpest kno…