GradSign: Model Performance Inference with Theoretical Insights.
Zhihao ZhangZhihao JiaPublished in: ICLR (2022)
Keyphrases
- computational model
- machine learning
- formal model
- conceptual model
- experimental data
- probability distribution
- similarity measure
- sensitivity analysis
- mathematical model
- database
- parameter estimation
- reinforcement learning
- high level
- theoretical analysis
- management system
- probabilistic model
- prior knowledge
- statistical model
- artificial neural networks
- closed form
- bayesian networks
- bayesian framework
- prediction model
- probabilistic inference
- decision theoretic
- inference process