The Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency and Usability in AI.
Matt WhiteIbrahim HaddadCailean OsborneXiao-Yang LiuAhmed AbdelmonsefSachin VarghesePublished in: CoRR (2024)
Keyphrases
- probabilistic model
- computational model
- theoretical foundation
- theoretical framework
- unified model
- conceptual model
- main contribution
- mathematical model
- artificial intelligence
- high level
- management system
- formal model
- experimental data
- neural network
- logical framework
- conceptual framework
- process model
- website
- theoretical analysis
- maximum likelihood
- data mining
- graphical models
- knowledge representation
- context dependent
- computational framework
- decision model
- modeling framework
- cost function
- objective function