Reproducible experiments · Handbook and guideline · Advanced · subject foundations
NeurIPS Paper Checklist
NeurIPS · 官网现行页 / current official page
- Reading target
- Audit claims, limitations, reproducibility, error reporting and compute resources.
- Prerequisites
- Run a machine-learning baseline independently and understand data splits.
- Platform-designed exercise
- Reproduce a main table with configurations, seeds, cost, variability and discrepancies.
- Method boundary
- A conference checklist does not replace research-method training or a justified experimental design.
- Access
- Public guidance; verify the target year's rules when submitting.