`N-Body' Problems in Statistical Learning

Gray, Alexander G., Moore, Andrew W.

Neural Information Processing Systems 

We present efficient algorithms for all-point-pairs problems, or'Nbody'-like problems,which are ubiquitous in statistical learning. We focus on six examples, including nearest-neighbor classification, kernel density estimation, outlier detection, and the two-point correlation.

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