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Reproduction: On the Power of Source Screening for Learning Shared Feature Extractors

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Executive summary
Claim 1: Minimax rate on an admissible subset
Claim 2: Existence under the spectral condition
Claim 3: Selection guarantees
Claim 4: ACSIncome and CelebA
Claim 5: Screened versus full population
Conclusion