A study in Rashomon curves and volumes: A new perspective on generalization and model simplicity in machine learning.
Lesia SemenovaCynthia RudinPublished in: CoRR (2019)
Keyphrases
- machine learning
- probabilistic model
- mathematical model
- theoretical framework
- high level
- artificial intelligence
- similarity measure
- simulation model
- simulation study
- computational model
- prediction model
- neural network
- formal model
- theoretical analysis
- em algorithm
- text classification
- natural language processing
- prior knowledge
- genetic algorithm