conftrace_

nonparametric regression

111 papers

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Co-occurring keywords

kernel methods (1097) gaussian process (1200) additive model (48) convergence rate (607) variable selection (146) kernel regression (87) bayesian inference (1907) regret bound (1926) minimax rate (87) derivative estimation (10)

Papers

A Statistical Learning Approach to Modal Regression JMLR 2020
Nonparametric Motion Retargeting for Humanoid Robots on Shared Latent Space RSS 2020
A Nonparametric Off-Policy Policy Gradient AISTATS 2020
Nonparametric Score Estimators ICML 2020
Sparse Shrunk Additive Models ICML 2020
Data-driven confidence bands for distributed nonparametric regression COLT 2020
Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model NIPS 2020
Nonparametric Bayesian Aggregation for Massive Data JMLR 2019
Kernel Truncated Randomized Ridge Regression: Optimal Rates and Low Noise Acceleration NIPS 2019
Parsimonious Online Learning with Kernels via Sparse Projections in Function Space JMLR 2019
Incorporating Grouping Information into Bayesian Decision Tree Ensembles ICML 2019
Does data interpolation contradict statistical optimality? AISTATS 2019
Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric NIPS 2019
Robust Estimation of Derivatives Using Locally Weighted Least Absolute Deviation Regression JMLR 2019
Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models JMLR 2019
Kernel Instrumental Variable Regression NIPS 2019
On Medians of (Randomized) Pairwise Means ICML 2019
Wavelet regression and additive models for irregularly spaced data NIPS 2018
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information ICML 2018
Distributed Nonparametric Regression under Communication Constraints ICML 2018
Kernel Conditional Exponential Family AISTATS 2018
Outlier Detection and Robust Estimation in Nonparametric Regression AISTATS 2018
Wrapped Gaussian Process Regression on Riemannian Manifolds CVPR 2018
Nonparametric Online Regression while Learning the Metric NIPS 2017
Additive Component Analysis CVPR 2017