Search Results for author: Benoît Collins

Found 1 papers, 0 papers with code

Universal consistency of the $k$-NN rule in metric spaces and Nagata dimension

no code implementations28 Feb 2020 Benoît Collins, Sushma Kumari, Vladimir G. Pestov

The generalization is non-trivial because of the distance ties being more prevalent in the non-euclidean setting, and on the way we investigate the relevant geometric properties of the metrics and the limitations of the Stone argument, by constructing various examples.

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