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Empirical-Bayes spectral partial pooling across related tasks

Mauri, Lorenzo
arXiv (All) · Papers
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computationmachine-learningmethodology
Spectral methods are central to high-dimensional statistics and machine learning, underlying procedures for covariance estimation, matrix denoising, representation learning, clustering, and latent variable modeling. In this work, we focus primarily on spectral estimators for high-dimensional factor
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