Government College)

2 articles on SOTA Papers

Spectral Certificates Separate Accuracy From Inference

An explicit Matrix-Bernstein and gap protocol gives finite-sample network certificates, then declines when valid sets are still vacuous.

Jul 30, 20265 min2602.10566

Kummer Torsors Classify Polyadic Line Products Over Semirings

The classification identifies nondegenerate n-ary line products with μ_{n−1}-torsors, separating Picard torsion from unit-power obstruction.

Jul 28, 20265 min2512.20784