Multi-Task Nonparametric Regression Under Joint Sparsity

This study investigates a multi-task estimation under joint sparsity. We consider estimating multiple functions when functions of interest share common sparsity patterns. An <inline-formula> <tex-math notation="LaTeX">$\ell _{2}$ </tex-math></inline-formula> penalty...

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Bibliographic Details
Main Authors: Jae-Hwan Jhong, Gyeongmin Kim, Kwan-Young Bak
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10870240/
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