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

Final-week sequence for a theory-plus-experiments paper

1. Freeze theorem statements and renumber assumptions; reviewers cross-reference labels.
2. Regenerate every figure from seeded scripts so supplement and PDF cannot diverge.
3. Fill the checklist against what the paper actually contains, not what is planned.
4. Strip PDF metadata, notebook authorship fields, and repository owner strings.
5. 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>