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20142026
most citedOn Properties of the Support of Capacity-Achieving Distributions for Additive Noise Channel Models with Input Cost Constraints

31 citations · 49 across the 16 of their papers we have counts for

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cs.LG2026

Heavy-Tailed Principal Component Analysis

Mario Sayde, Christopher Khater, Jihad Fahs +1

Principal Component Analysis (PCA) is a cornerstone of dimensionality reduction, yet its classical formulation relies critically on second-order moments and is therefore fragile in…