mlsanityData to 14 Oct 2026

Deterministic Conditions for Subspace Identifiability from Incomplete Sampling

arXiv 1410.0633 ↗First posted 2 Oct 2014stat.ML cs.LG math.COcited by 2

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Abstract (arXiv)

Consider a generic r-dimensional subspace of ℝd, r<d, and suppose that we are only given projections of this subspace onto small subsets of the canonical coordinates. The paper establishes necessary and sufficient deterministic conditions on the subsets for subspace identifiability.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 2 Oct 2014.

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Citing papers per year: 2022: 1; 2023: 0; 2024: 0; 2025: 1.

2 papers.

  1. 2025Tensor Train Completion from Fiberwise Observations Along a Single Modecited by 1
  2. 2022A Perturbation Bound on the Subspace Estimator from Canonical Projectionscited by 0