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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

A. Adekpedjou

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Open access Aug 2026

Laplace Factor Models in High-Dimensional Data

Laplace factor models (LFMs) provide a heavy-tailed alternative to Gaussian factor models by representing high-dimensional observations through a low-rank common component and Laplace-distributed idiosyncratic errors. This paper develops an assumption-consistent finite-sample analysis of matrix concentration, covarianc...

Siqi Liu, X. Wen, A. Adekpedjou et al. · 0 citations

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