Integrity report for Multi-Head Attention as Ensemble Nadaraya-Watson Estimation: Variance Reduction, Decorrelation, and Optimal Head Diversity

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.20271 · pith:2026:6Y2K6T2GG7UNX2WPNIURXEHKME

0Critical

0Advisory

5Detectors run

2026-05-28Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-28 00:37:29.332953+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-26 17:03:01.482552+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-26 00:23:57.114057+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 08:25:24.139262+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-21 20:52:24.037682+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/6Y2K6T2G/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.