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k-ANN query

Last updatedUpdated: by Jakub Žovák · 1 min read

Properties
created 29.10.2024, 20:43
modified 09.08.2025, 11:27
published Empty
topics k-ANN Query, ANN Search, Approximation Error
authors Empty
ai-assisted No

$kANN(q)={|R| = k \land \forall x \in R, y \in X - R: d(q, x) \leq (1+\epsilon) d(q, y)}$
where $\epsilon$ represents the approximation error ($\epsilon \geq 0$) and $k$ specifies the size of the returned set.
When $\epsilon=0$ and the 1 , an NN search is performed.