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Multi-Stage Multi-Task Feature Learning

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Figure

Figure 1: Averaged parameter estimation error ∥W ˆ − W¯∥2,1 vs. Stage (ℓ) plots for MSMTFL on thesynthetic data set (averaged over 10 runs)
Figure 2: Averaged parameter estimation error ∥W ˆ − W¯∥2,1 vs. λ plots on the synthetic data set(averaged over 10 runs)
Figure 3: (continued) Averaged parameter estimation error ∥W ˆ − W¯∥2,1 vs. λ plots on the syntheticdata set (averaged over 10 runs)
Table 1: Comparison of six feature learning algorithms on the MRI data set in terms of the averagednMSE and aMSE (standard deviation), which are averaged over 10 random splittings

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