Optimally tackling covariate shift in RKHS-based nonparametric
regression

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Optimally tackling covariate shift in RKHS-based nonparametric regression

6 May 2022

Martin J. Wainwright

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Papers citing "Optimally tackling covariate shift in RKHS-based nonparametric regression"

8 / 8 papers shown

Title
Training-Conditional Coverage Bounds under Covariate Shift Mehrdad Pournaderi Yu Xiang 67 3 0 26 May 2024
Smoothness Adaptive Hypothesis Transfer Learning Haotian Lin M. Reimherr 73 8 0 22 Feb 2024
Nonlinear Meta-Learning Can Guarantee Faster Rates Dimitri Meunier Zhu Li Arthur Gretton Samory Kpotufe 167 7 0 20 Jul 2023
Efficient and Multiply Robust Risk Estimation under General Forms of Dataset Shift Hongxiang Qiu E. T. Tchetgen Yan Sun OOD 54 7 0 28 Jun 2023
Utility Theory of Synthetic Data Generation Shi Xu W. Sun Guang Cheng 174 5 0 17 May 2023
Noisy recovery from random linear observations: Sharp minimax rates under elliptical constraints Reese Pathak Martin J. Wainwright Lin Xiao 58 5 0 22 Mar 2023
Kernel-based off-policy estimation without overlap: Instance optimality beyond semiparametric efficiency Wenlong Mou Peng Ding Martin J. Wainwright Peter L. Bartlett OffRL 74 11 0 16 Jan 2023
Importance Weighting Correction of Regularized Least-Squares for Covariate and Target Shifts Davit Gogolashvili OOD 54 1 0 18 Oct 2022