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eess.SP2024★ 1 cited
Multilinear Kernel Regression and Imputation via Manifold Learning
Duc Thien Nguyen, Konstantinos Slavakis
This paper introduces a novel nonparametric framework for data imputation, coined multilinear kernel regression and imputation via the manifold assumption (MultiL-KRIM). Motivated…
eess.SP2023
Multi-Linear Kernel Regression and Imputation in Data Manifolds
Duc Thien Nguyen, Konstantinos Slavakis
This paper introduces an efficient multi-linear nonparametric (kernel-based) approximation framework for data regression and imputation, and its application to dynamic magnetic-res…