Counterfactuals for Design: A Model-Agnostic Method For Design Recommendations.
Lyle RegenwetterYazan Abu ObaidehFaez AhmedPublished in: CoRR (2023)
Keyphrases
- objective function
- modeling method
- conceptual model
- prior knowledge
- design process
- statistical model
- similarity measure
- hybrid method
- gaussian distribution
- linear regression
- high order
- classification method
- user interface
- computational model
- cost function
- probabilistic model
- reconstruction method
- mathematical model
- classification algorithm
- em algorithm
- closed form
- high accuracy
- conceptual framework
- metamodel
- preprocessing
- regression analysis
- causal models
- network model
- support vector machine
- bp neural network
- clustering method
- maximum likelihood
- theoretical analysis
- tree structure
- segmentation method
- parameter estimation
- detection method