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Deterministic Conditions for Subspace Identifiability from Incomplete Sampling

International Symposium on Information Theory (ISIT), 2014
Abstract

Consider a generic rr-dimensional subspace of Rd\mathbb{R}^d, r<dr<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.

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