artificial-intelligence-and-statistics
Use when targeting International Conference on Artificial Intelligence and Statistics (AISTATS) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for AI statistics.
Profile →npx skills add brycewang-stanford/Awesome-Journal-Skills --skill artificial-intelligence-and-statistics --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# International Conference on Artificial Intelligence and Statistics (AISTATS) ## Conference positioning International Conference on Artificial Intelligence and Statistics (AISTATS) is a top computer-science conference venue for statistical machine learning, probabilistic modeling, causal/statistical inference, and theory-backed methods. It rewards a statistically grounded ML paper with stronger inference, uncertainty, or theory than pure systems novelty. Treat this skill as a **fit / venue-selection / re-framing** tool for conference submission strategy, not as a substitute for the current year's CFP, author kit, ethics policy, or submission portal. Because CS conferences change deadlines, templates, page limits, review workflow, artifact rules, AI-use policy, and rebuttal formats every cycle, always verify the live official instructions before making a submission-ready recommendation. Start from the official source anchor recorded for this venue in `../../resources/conference-roster.md` and `../../resources/official-source-map.md`. ## When to trigger - The author names AISTATS / International Conference on Artificial Intelligence and Statistics as the target venue. - A manuscript
- Conference positioning
- When to trigger
- Scope & topic fit
- Venue-specific calibration
- Close-neighbor routing guardrail
- AISTATS-specific routing detail
- Method & evidence bar
- Structure & house style
- Official-cycle checklist
- Pre-submission self-check
- Common desk-reject triggers
- Re-routing decision
- Output format
What does the artificial-intelligence-and-statistics skill do?
Use when targeting International Conference on Artificial Intelligence and Statistics (AISTATS) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for AI statistics.
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill artificial-intelligence-and-statistics --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.