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08/30/2023
Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic Perspective
This paper presents a comprehensive exploration of the theoretical prope...
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06/26/2020
Transfer Learning via ℓ_1 Regularization
Machine learning algorithms typically require abundant data under a stat...
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11/01/2018
HMLasso: Lasso for High Dimensional and Highly Missing Data
Sparse regression such as Lasso has achieved great success in dealing wi...
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11/06/2017