18 citations · 55 across the 11 of their papers we have counts for
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cs.LG2026
Asymptotic Behavior of Multi--Task Learning: Implicit Regularization and Double Descent Effects
Ayed M. Alrashdi, Oussama Dhifallah, Houssem Sifaou
Multi--task learning seeks to improve the generalization error by leveraging the common information shared by multiple related tasks. One challenge in multi--task learning is ident…
cs.LG2019★ 17 cited
Precise Performance Analysis of the Box-Elastic Net under Matrix Uncertainties
Ayed M. Alrashdi, Ismail Ben Atitallah, Tareq Y. Al-Naffouri
In this letter, we consider the problem of recovering an unknown sparse signal from noisy linear measurements, using an enhanced version of the popular Elastic-Net (EN) method. We…