Individual skill
uai-related-work
Use when positioning a UAI submission within the probabilistic reasoning, graphical-model, causality, and Bayesian ML literature, covering PMLR archival status of recent UAI volumes, double-blind self-citation discipline, concurrent arXiv and workshop versions, and the cross-community citation coverage UAI reviewers check first.
UAI-Skills/skills/uai-related-work/SKILL.md
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# UAI Related Work
Use this to audit positioning before submission. UAI sits at a junction of communities —
ML conferences, statistics, causal inference, and the older probabilistic-AI tradition —
and its reviewers typically belong to at least two of them. Related-work failures here
are usually coverage failures: the paper positions against one community and gets
reviewed by another.
## The lanes a UAI reviewer expects covered
| Lane | Where that literature lives | The question the reviewer asks |
|---|---|---|
| Prior UAI work | PMLR volumes (v161 2021, v180 2022, v216 2023, v244 2024, v286 2025) and earlier AUAI-era proceedings | "Do they know this venue already treated this problem?" |
| Sibling ML conferences | AISTATS, NeurIPS, ICML, ICLR | "Is the nearest recent method compared or distinguished?" |