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derivative estimation

11 papers

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Co-occurring keywords · papers mentioning both

nonparametric regression (5) density ridge (2) local polynomial regression (2) random design (2) nonparametric estimation (2) mode seeking (1) kernel density (1) least absolute deviation (1) strong l infinity norm (1) non-parametric method (1)

Papers

D-CIPHER: Discovery of Closed-form Partial Differential Equations NeurIPS 2023 On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression Estimators JMLR 2023 Zeroth-Order Optimization with Trajectory-Informed Derivative Estimation ICLR 2023 Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020 Robust Estimation of Derivatives Using Locally Weighted Least Absolute Deviation Regression JMLR 2019 Derivative Estimation in Random Design NeurIPS 2018 Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios JMLR 2018 Estimating Density Ridges by Direct Estimation of Density-Derivative-Ratios AISTATS 2017 Optimal Estimation of Derivatives in Nonparametric Regression JMLR 2016 Derivative Estimation Based on Difference Sequence via Locally Weighted Least Squares Regression JMLR 2015 Gradient Weights help Nonparametric Regressors NeurIPS 2012