Independent reproduction · immutable arXiv v1 + current v3 · OpenReview RwiGcN2feP

Unifying Low Dimensional Spectra

Exact UFM objects plus literal paper-scale linear and ReLU training.

6/6
decisive literal verdicts
2 × 10⁶
paper-scale epochs per paired run
32
exact theorem cells
4
executed destructive controls
Hessian, decomposition, gradient, and Table 2 diagnostics

No proxy counted: Claim 6 uses the literal K=3, d=65, n=40, L=5, layer-4 ReLU Deep UFM for one million epochs and an independent exact NumPy Hessian/gradient oracle. Claim 5's “about 0.2” start is reported as a literal falsification.