conftrace_

nearest neighbor regression

9 papers

Explore in graph

Co-occurring keywords · papers mentioning both

nonparametric regression (3) k-nearest neighbor (2) gradient estimation (2) feature weighting (1) distance-based regressors (1) derivative norm estimation (1) finite-sample analysis (1) distributionally robust optimization (1) latent variable model (1) convergence rate (1)

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 NeurIPS 2019 Q-learning with Nearest Neighbors NeurIPS 2018 Gradient Weights help Nonparametric Regressors NeurIPS 2012 k-NN Regression Adapts to Local Intrinsic Dimension NeurIPS 2011 On the Rate of Convergence of the Bagged Nearest Neighbor Estimate JMLR 2010