The Spiked Matrix Model With Generative Priors

DOI10.1109/TIT.2020.3033985zbMath1465.94020arXiv1905.12385OpenAlexW3095162319MaRDI QIDQ4963959

Benjamin Aubin, Florent Krzakala, Lenka Zdeborová, Bruno Loureiro, Antoine Maillard

Publication date: 24 February 2021

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1905.12385

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Estimation in multivariate analysis (62H12) Bayesian inference (62F15) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

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Strong replica symmetry in high-dimensional optimal Bayesian inference ⋮ Compressive phase retrieval: Optimal sample complexity with deep generative priors ⋮ A Unifying Tutorial on Approximate Message Passing

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