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· 2024 · arXiv 2404.14164

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cs.LG 1

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2024 1

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Data Collaboration Analysis with Orthonormal Basis Selection and Alignment

cs.LG · 2024-03-05 · unverdicted · novelty 6.0

Orthonormal Data Collaboration (ODC) enforces orthonormal secret and target bases so that alignment reduces to the Orthogonal Procrustes problem, yielding O(acl^2) complexity, orthogonal concordance, and downstream performance invariant to the choice of target basis.

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  • Data Collaboration Analysis with Orthonormal Basis Selection and Alignment cs.LG · 2024-03-05 · unverdicted · none · ref 12

    Orthonormal Data Collaboration (ODC) enforces orthonormal secret and target bases so that alignment reduces to the Orthogonal Procrustes problem, yielding O(acl^2) complexity, orthogonal concordance, and downstream performance invariant to the choice of target basis.