Samory Kpotufe

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20092026

most citedk-NN Regression Adapts to Local Intrinsic Dimension

60 citations · 290 across the 33 of their papers we have counts for

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Showing 2017 · math.STShow all

1 paper · 2 filters

math.ST2017★ 2 cited

Achieving the time of $1$ -NN, but the accuracy of $k$ -NN

Lirong Xue, Samory Kpotufe

We propose a simple approach which, given distributed computing resources, can nearly achieve the accuracy of $k$ -NN prediction, while matching (or improving) the faster prediction…

Achieving the time of 1-NN, but the accuracy of k-NN

Achieving the time of $1$ -NN, but the accuracy of $k$ -NN