mlsanityData to 14 Oct 2026

Intrinsic perturbation scale for certified oracle objectives with epigraphic information

arXiv 2604.05678 ↗First posted 7 Apr 2026math.OC cs.LG math.FAcited by 0

Not on the map. Why?

Abstract (arXiv)

We introduce a natural displacement control for minimizer sets of oracle objectives equipped with certified epigraphic information. Formally, we replace the usual local uniform value control of objective perturbations - uncertifiable from finite pointwise information without additional structure - by the strictly weaker requirement of a cylinder-localized vertical epigraphic control, naturally provided by certified envelopes. Under set-based quadratic growth (allowing nonunique minimizers), this yields the classical square-root displacement estimate with optimal exponent 1/2, without any extrinsic assumption.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 0 of its 6 references that are in the map. First posted on arXiv 7 Apr 2026.

Builds on

0 of 6 references.

No references here yet.

Built on by

Not cited yet.