AISTATS Submission
Use this for an AISTATS paper submission audit. Reopen the current Call for Papers,
OpenReview group, style files, FAQ, and proceedings instructions before giving
deadline-ready advice.
Submission audit
- Confirm the target is the main AISTATS conference, not a workshop or tutorial.
- Verify OpenReview profiles, conflicts, subject areas, title, abstract, author list, and
reviewer-volunteer obligations before the abstract and full-paper deadlines.
- Apply the current style file without spacing, margin, font, or bibliography hacks.
AISTATS 2026 used 8 pages of main text for submission, excluding references and
appendices.
- Submit supplementary material by the current supplement deadline. In 2026 this was a
separate deadline after the main paper deadline, and supplementary uploads were optional
but had to remain anonymous.
- Include or complete the reproducibility checklist if the current cycle requires it.
- Enforce double-blind anonymity in paper text, appendix, supplement, code/data, file names,
metadata, repository links, acknowledgements, grants, and self-citations.
- Check concurrent-submission rules and prior-publication status. Do not put the same work
under review at another archival venue when AISTATS forbids it.
Blocking risks
- Late abstract or full-paper upload.
- Overlength main text or modified style.
- Non-anonymized supplement, metadata, repository, or appendix.
- Missing reproducibility checklist or required OpenReview fields.
- Dual submission to another archival venue.
- Unclear statistical evidence, weak baselines, or missing uncertainty analysis.
Desk-reject and triage table
| Trigger |
Severity at AISTATS |
Repair window |
| Overlength main text |
Desk reject |
None after the deadline |
| Style-file tampering |
Desk reject or chair flag |
None |
| Identity leak in PDF or supplement |
Desk reject |
None |
| Checklist contradicting the paper |
Review-stage damage |
Only before the deadline |
| Theorem assumptions absent from the body |
Review-stage damage |
Fixable in the writing pass |
Final-week sequence for a theory-plus-experiments paper
- Freeze theorem statements and renumber assumptions; reviewers cross-reference labels.
- Regenerate every figure from seeded scripts so supplement and PDF cannot diverge.
- Fill the checklist against what the paper actually contains, not what is planned.
- Strip PDF metadata, notebook authorship fields, and repository owner strings.
- Confirm the OpenReview abstract matches the PDF abstract word for word.
Format anchors
- AISTATS uses a two-column PMLR-style layout; display equations and algorithm blocks that
fit a one-column draft routinely overflow, so compress math early rather than on deadline
night.
- The page counts cited above describe the 2026 cycle; treat every number as provisional and
recheck the current Call for Papers before relying on it.
Output format
[AISTATS readiness] Ready / Needs fixes / Not ready
[Blocking checks] <OpenReview/page/anonymity/supplement/reproducibility/dual-submission>
[Statistical-evidence risk] <one issue>
[Desk-reject risk] <one issue>
[Fix order] <ordered fixes before submission>
1---2name: aistats-submission3description: Use when auditing an AISTATS submission for OpenReview readiness, abstract/full-paper deadlines, the 8-page submission body, double-blind anonymity, supplementary material, reproducibility checklist, dual-submission policy, reviewer volunteer requirements, desk-reject triggers, and final-week submission sequencing.4---56# AISTATS Submission78Use this for an AISTATS paper submission audit. Reopen the current Call for Papers,9OpenReview group, style files, FAQ, and proceedings instructions before giving10deadline-ready advice.1112## Submission audit1314- Confirm the target is the main AISTATS conference, not a workshop or tutorial.15- Verify OpenReview profiles, conflicts, subject areas, title, abstract, author list, and16 reviewer-volunteer obligations before the abstract and full-paper deadlines.17- Apply the current style file without spacing, margin, font, or bibliography hacks.18 AISTATS 2026 used 8 pages of main text for submission, excluding references and19 appendices.20- Submit supplementary material by the current supplement deadline. In 2026 this was a21 separate deadline after the main paper deadline, and supplementary uploads were optional22 but had to remain anonymous.23- Include or complete the reproducibility checklist if the current cycle requires it.24- Enforce double-blind anonymity in paper text, appendix, supplement, code/data, file names,25 metadata, repository links, acknowledgements, grants, and self-citations.26- Check concurrent-submission rules and prior-publication status. Do not put the same work27 under review at another archival venue when AISTATS forbids it.2829## Blocking risks3031- Late abstract or full-paper upload.32- Overlength main text or modified style.33- Non-anonymized supplement, metadata, repository, or appendix.34- Missing reproducibility checklist or required OpenReview fields.35- Dual submission to another archival venue.36- Unclear statistical evidence, weak baselines, or missing uncertainty analysis.3738## Desk-reject and triage table3940| Trigger | Severity at AISTATS | Repair window |41|---|---|---|42| Overlength main text | Desk reject | None after the deadline |43| Style-file tampering | Desk reject or chair flag | None |44| Identity leak in PDF or supplement | Desk reject | None |45| Checklist contradicting the paper | Review-stage damage | Only before the deadline |46| Theorem assumptions absent from the body | Review-stage damage | Fixable in the writing pass |4748## Final-week sequence for a theory-plus-experiments paper49501. Freeze theorem statements and renumber assumptions; reviewers cross-reference labels.512. Regenerate every figure from seeded scripts so supplement and PDF cannot diverge.523. Fill the checklist against what the paper actually contains, not what is planned.534. Strip PDF metadata, notebook authorship fields, and repository owner strings.545. Confirm the OpenReview abstract matches the PDF abstract word for word.5556## Format anchors5758- AISTATS uses a two-column PMLR-style layout; display equations and algorithm blocks that59 fit a one-column draft routinely overflow, so compress math early rather than on deadline60 night.61- The page counts cited above describe the 2026 cycle; treat every number as provisional and62 recheck the current Call for Papers before relying on it.6364## Output format6566```text67[AISTATS readiness] Ready / Needs fixes / Not ready68[Blocking checks] <OpenReview/page/anonymity/supplement/reproducibility/dual-submission>69[Statistical-evidence risk] <one issue>70[Desk-reject risk] <one issue>71[Fix order] <ordered fixes before submission>72```
brycewang-stanford