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Integrity report for Less Data, Faster Training: repeating smaller datasets speeds up learning via sampling biases

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

arXiv:2605.20314 · pith:2026:BOLNA5NUIFHSJY35KD7Q7HZEVN

0Critical
0Advisory
5Detectors run
2026-05-22Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-22 07:31:54.430570+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-22 07:31:17.643678+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-22 00:22:37.696152+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-21 00:33:41.424285+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-21 00:22:14.363749+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/BOLNA5NU/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.