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arxiv: 1502.04032 · v1 · pith:Q3LIT4SGnew · submitted 2015-02-12 · 💻 cs.IR

On Projection Based Operators in Lp space for Exact Similarity Search

classification 💻 cs.IR
keywords projectionexactlipschitzoperatorspropertyadaptivecomponentdefined
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We investigate exact indexing for high dimensional Lp norms based on the 1-Lipschitz property and projection operators. The orthogonal projection that satisfies the 1-Lipschitz property for the Lp norm is described. The adaptive projection defined by the first principal component is introduced.

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