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Group-Aware Matrix Estimation and Latent Subspace Recovery

stat.ML · 2026-05-19 · unverdicted · novelty 6.0

GAME is a convex estimator using overlapping nuclear-norm penalties on subgroup submatrices for low-rank matrix completion with known overlapping groups, providing finite-sample guarantees on reconstruction error and subgroup subspace recovery.

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  • Group-Aware Matrix Estimation and Latent Subspace Recovery stat.ML · 2026-05-19 · unverdicted · none · ref 40

    GAME is a convex estimator using overlapping nuclear-norm penalties on subgroup submatrices for low-rank matrix completion with known overlapping groups, providing finite-sample guarantees on reconstruction error and subgroup subspace recovery.