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Xueersi Online School Tech Team
Xueersi Online School Tech Team
Jun 6, 2019 · Fundamentals

Understanding Vector Norms: L0, L1, L2, L∞, and Lp

This article introduces vector norms—including L0, L1, L2, L∞, and general Lp—explaining their mathematical definitions, geometric interpretations, and roles in machine learning such as compressive sensing and distance‑cosine equivalence after L2 normalization, supplemented with illustrative formulas and reference links.

L1L2Norm
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Understanding Vector Norms: L0, L1, L2, L∞, and Lp