2507.04058
Effective Gaps between Singular Values of Non-Stationary Matrix Products Subject to Non-Degenerate Noise
Sam Bednarski, Jonathan Dewitt, Anthony Quas
correcthigh confidence
- Category
- Not specified
- Journal tier
- Strong Field
- Processed
- Sep 28, 2025, 12:56 AM
- arXiv Links
- Abstract ↗PDF ↗
Audit review
The paper proves the ε^2 n lower bounds for singular-value gaps in both expectation and almost surely via a rigorous miniflag/fibered-entropy framework, with explicit additivity and quantitative one-step entropy production, culminating in Theorem 1.1 and Theorem 6.7. By contrast, the model’s outline hinges on unproved uniform Doeblin-type minorization on Grassmannians, a telescoping simple-root cocycle bound with uncontrolled boundary terms, and a uniform second-order perturbation lower bound for α_k that fails at degeneracies; as written, these gaps prevent a complete or correct proof.
Referee report (LaTeX)
\textbf{Recommendation:} minor revisions \textbf{Journal Tier:} strong field \textbf{Justification:} The work gives a robust, quantitative framework for proving ε\^2 n lower bounds on singular-value gaps for non-stationary products under small absolutely continuous additive noise. The miniflag/fibered-entropy mechanism is elegant and general, offering a clean path to both expectation and almost-sure statements. The paper is well-crafted; a few local clarifications and explicit tracking of constants would further aid readers.