Evaluating model performance under worst-case subpopulations.
Mike LiHongseok NamkoongShangzhou XiaPublished in: NeurIPS (2021)
Keyphrases
- high level
- worst case
- probabilistic model
- formal model
- database
- simulation model
- sensitivity analysis
- statistical model
- mathematical model
- upper bound
- probability distribution
- knowledge base
- decision making
- neural network
- expert systems
- cost function
- lower bound
- objective function
- management system
- decision trees
- em algorithm
- parameter estimation
- social networks
- experimental data
- information retrieval
- error bounds
- real time