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Constant-factor bounds for R ≤ 4 tensor decomposition

Determine the minimal achievable constant factors, as functions of the finite field size |F| and the rank R, in polynomial-time algorithms for rank-R decomposition of n×n×n tensors over a fixed finite field when R ≤ 4.

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Background

The main result establishes an algorithm with runtime O(n3 + f(|F|, R)n2) for fixed R ≤ 4. While polynomial-time is guaranteed, the constants—particularly those depending on |F| and R—may be large in practice. Tightening these constants is important for practical efficiency and theoretical understanding of algorithmic performance.

References

We conclude with some open questions: For R ≤ 4, how low can the constant factor of rank-R decomposition be w.r.t. to the size of the finite field and w.r.t. R?

Low-Rank Tensor Decomposition over Finite Fields (2401.06857 - Yang, 12 Jan 2024) in Section 4, Future directions