Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision.
Chase WalkerSumit Kumar JhaKenny ChenRickard EwetzPublished in: AAAI (2024)
Keyphrases
- decision model
- high level
- formal model
- neural network
- theoretical framework
- computational model
- sensitivity analysis
- statistical model
- process model
- decision makers
- management system
- probabilistic model
- influence diagrams
- simulation model
- decision process
- bayesian framework
- decision processes
- conceptual model
- decision problems
- experimental data
- input data
- probability distribution
- computational complexity
- similarity measure
- case study
- information systems