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Gaussian universality
Gaussian universality
PulseAugur coverage of Gaussian universality — every cluster mentioning Gaussian universality across labs, papers, and developer communities, ranked by signal.
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New Lasso Universality Theorem Published for Sparse Regimes
Researchers have published a paper detailing a Gaussian universality theorem for the lasso estimation method. This theorem applies to scenarios with linearly dependent covariates in the sparse regime, allowing for more …
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New theory extends Gaussian universality and CGMT to dependent data settings
Researchers have extended the principles of Gaussian universality and the convex Gaussian min-max theorem (CGMT) to dependent data settings. This work demonstrates that Gaussian universality remains applicable to high-d…