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nearest neighbor regression

9 papers

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Co-occurring keywords

nonparametric regression (111) k-nearest neighbor (152) gradient estimation (150) distance-based regressors (1) derivative norm estimation (1) distributionally robust optimization (185) latent variable model (564) convergence rate (607) minimax rate (87) wasserstein metric (29)

Papers

Active Nearest Neighbor Regression Through Delaunay Refinement ICML 2022
DNNR: Differential Nearest Neighbors Regression ICML 2022
Consistent Nonparametric Methods for Network Assisted Covariate Estimation ICML 2021
Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications AISTATS 2021
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression NIPS 2019
Q-learning with Nearest Neighbors NIPS 2018
Gradient Weights help Nonparametric Regressors NIPS 2012
k-NN Regression Adapts to Local Intrinsic Dimension NIPS 2011
On the Rate of Convergence of the Bagged Nearest Neighbor Estimate JMLR 2010