Model ChangeLists: Characterizing Updates to ML Models.
Sabri EyubogluKaran GoelArjun D. DesaiLingjiao ChenMathew MonfortChristopher RéJames ZouPublished in: FAccT (2024)
Keyphrases
- hybrid model
- probabilistic model
- statistical model
- prior knowledge
- prediction model
- autoregressive
- high level
- stochastic model
- linear models
- linear model
- classification models
- metamodel
- formal model
- neural network model
- parameter estimation
- analytical model
- parametric models
- model fitting
- modeling method
- generic model
- domain models
- statistical models
- monte carlo simulation
- learning models
- simulation model
- computational models
- predictive model
- experimental data
- computational model
- machine learning
- hierarchical model
- learned models
- neural network
- accurate models
- data sets