"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts.
Haoran ZhangHarvineet SinghMarzyeh GhassemiShalmali JoshiPublished in: CoRR (2022)
Keyphrases
- probabilistic model
- statistical model
- computational model
- mathematical model
- theoretical framework
- decision making
- formal model
- parameter estimation
- neural network model
- management system
- probability distribution
- classification models
- object model
- real time
- simulation model
- parameter values
- hybrid model
- test data
- hidden markov models
- expert systems
- multi agent systems
- search engine
- neural network
- data sets