Score-Preserving Continual Lasso under Task Shift
arXiv:2610.32708v1 Announce Type: new Abstract: Continual learning (CL) aims to learn from sequential tasks while mitigating catastrophic forgetting when historical data are no longer accessible. We study continual learning for high-dimensional sparse linear regression, where $\ell_1$ regularizatio…
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- 2026-10-26 04:00 · arXiv stat.ML
Score-Preserving Continual Lasso under Task Shift