We consider tradeoffs between the query and update complexities for the (approximate) nearest neighbor problem on the sphere, extending the recent spherical filters to sparse regimes and generalizing the scheme and analysis to account for different tradeoffs.
Nov 24, 2015
Sep 10, 2016 · Abstract. We consider tradeoffs between the query and update complexities for the (approximate) nearest neigh- bor problem on the sphere, ...
Jan 6, 2016 · We consider tradeoffs between the query and update complexities for the (approximate) nearest neighbor problem on the sphere, extending the ...
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Tradeoffs for nearest neighbors on the sphere. Thijs Laarhoven · Discrete Mathematics. Research output: Contribution to journal › Article › Academic › peer ...
Jun 11, 2015 · This answer of mine, that explains the trade off between speed and accuracy, a trade off that is critical to understand when doing Nearest Neighbor search.
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Abstract. Nearest neighbor searching is the problem of preprocessing a set of n point points in d- dimensional space so that, given any query point q, ...
Oct 11, 2015 · Use the space partitioning approach to nearest neighbor search. For instance, one approach is to use a k-d tree on on the surface of the ...
Missing: Tradeoffs | Show results with:Tradeoffs
Abstract. Nearest neighbor searching is the problem of preprocessing a set of n point points in d- dimensional space so that, given any query point q, ...
Abstract. We present space-time tradeoffs for approximate spherical range counting queries. Given a set S of n data points in ~d.
Abstract. We take a first step towards a rigorous asymptotic analysis of graph-based methods for find- ing (approximate) nearest neighbors in ...