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Linear Multi-Task Learning on High-Dimensional Regime Setting

1Iteration Complexity (IC)MoM (Tripuraneni et al., 2021)
0.950.97511.025May 1, 2026

Evaluation results

MethodLinks
MoM (Tripuraneni et al., 2021)Additional Per-Iteration Cost (AC)=SVD, Algorithm Type=MBM2026.051—
MoM (Niu et al., 2024)Additional Per-Iteration Cost (AC)=SVD, Algorithm Type=MBM2026.051—
SEAdditional Per-Iteration Cost (AC)=SVD, Algorithm Type=SM2026.051—
AltMinGDAdditional Per-Iteration Cost (AC)=QR, Algorithm Type=LBM2026.051—
TPGDAlgorithm Type=LBM2026.051—