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bandwidth selection

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kernel density estimation (4) kernel density estimator (2) minimax rate (2) nonparametric estimation (2) uniform convergence (2) minimax optimality (2) density estimation (2) asymptotic consistency (1) non-asymptotic bound (1) intensity estimation (1)

Papers

Bandwidth Selection in Kernel Density Estimation for Model Calibration UAI 2026 Adaptive Greedy Algorithm for Moderately Large Dimensions in Kernel Conditional Density Estimation JMLR 2022 Uniform deconvolution for Poisson Point Processes JMLR 2022 Uniform Convergence Rate of the Kernel Density Estimator Adaptive to Intrinsic Volume Dimension ICML 2019 Minimax Density Estimation for Growing Dimension AISTATS 2017 Uniform Convergence Rates for Kernel Density Estimation ICML 2017 Data driven estimation of Laplace-Beltrami operator NeurIPS 2016 Consistency of Robust Kernel Density Estimators COLT 2013 CAKE: Convex Adaptive Kernel Density Estimation AISTATS 2011 Kernel Regression in the Presence of Correlated Errors JMLR 2011