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Algorithms for Nearest Neighbor Search

Algorithms for Nearest Neighbor Search. Piotr Indyk MIT. Nearest Neighbor Search. Given: a set P of n points in R d Goal: a data structure, which given a query point q , finds the nearest neighbor p of q in P. p. q. Outline of this talk. Variants Motivation

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Sketching, Sampling and other Sublinear Algorithms: Nearest Neighbor Search

Sketching, Sampling and other Sublinear Algorithms: Nearest Neighbor Search. Alex Andoni (MSR SVC). Nearest Neighbor Search (NNS). Preprocess: a set of points Query: given a query point , report a point with the smallest distance to . Motivation. Generic setup:

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282 views • 17 slides

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Algorithms for Nearest Neighbor Search

Sketching, Sampling and other Sublinear Algorithms: Nearest Neighbor Search