How Did the Model Change? Efficiently Assessing Machine Learning API Shifts.
Lingjiao ChenMatei ZahariaJames ZouPublished in: ICLR (2022)
Keyphrases
- machine learning
- statistical model
- high level
- neural network
- formal model
- probability distribution
- computer science
- cost function
- probabilistic model
- artificial intelligence
- simulation model
- statistical methods
- theoretical analysis
- learning algorithm
- computational model
- mathematical model
- data sets
- decision trees
- experimental data
- parameter estimation
- model selection
- natural language processing
- information extraction
- decision making