Learning the structure of manifolds using random projections

Freund, Yoav, Dasgupta, Sanjoy, Kabra, Mayank, Verma, Nakul

Neural Information Processing Systems 

We present a simple variant of the k-d tree which automatically adapts to intrinsic low dimensional structure in data.

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