Conectar

UAI Paper Writing Style

brycewang-stanfordbybrycewang-stanford
•
1.1k
•
Aprendizaje y Documentación

Refines and audits academic manuscripts targeted for the Uncertainty in Artificial Intelligence (UAI) conference to ensure mathematical rigor, formal notation, and calibrated claims.

The UAI Paper Writing Style skill assists researchers in revising academic papers for the Uncertainty in Artificial Intelligence (UAI) conference. It enforces disciplined mathematical notation for graphical models, distributions, and causal interventions, structures the 8-page main body to present a complete self-contained argument without relying on appendices, and calibrates scientific claims against empirical and theoretical findings. It is especially useful during pre-submission revisions to guarantee that review criteria, assumption ledgers, and reviewer bidding keywords match the high formal standards of the probabilistic machine learning community.

Características Principales

01Optimizes the 8-page main paper budget to maintain a self-contained core argument while offloading full proofs to appendices
021,090 GitHub stars
03Audits assumption ledgers to ensure explicit labeling and precise referencing within theorems and proofs
04Validates first-page narrative structure and keyword alignment for optimal reviewer bidding and routing
05Enforces strict mathematical and causal notation discipline across distributions, graphical models, and interventions
06Calibrates scientific and empirical claims to eliminate overclaiming while preserving demonstrated guarantees

Casos de Uso

01Polishing and auditing a manuscript before submitting to the Uncertainty in Artificial Intelligence (UAI) conference
02Restructuring probabilistic inference and causal AI papers to fit strictly within 8-page conference limits
03Standardizing notation, identifiability statements, and theorem-assumption alignments across multi-author machine learning papers