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k-nearest neighbor regression

4 papers

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Co-occurring keywords · papers mentioning both

k-nearest neighbor (2) manifold learning (2) non-asymptotic rate (1) uniform consistency (1) gradient weighting (1) doubling measure (1) geodesic distance (1) regression function (1) directional derivative (1) metric space (1)

Papers

Non-Asymptotic Uniform Rates of Consistency for k-NN Regression AAAI 2019 Minimax-optimal semi-supervised regression on unknown manifolds AISTATS 2017 Gradients Weights improve Regression and Classification JMLR 2016 k-NN Regression Adapts to Local Intrinsic Dimension NeurIPS 2011