Distribution-free risk assessment of regression-based machine learning algorithms.
Sukrita SinghNeeraj SarnaYuanyuan LiYang LiAgni OrfanoudakiMichael BergerPublished in: CoRR (2023)
Keyphrases
- machine learning algorithms
- risk assessment
- distribution free
- risk management
- learning algorithm
- normal distribution
- machine learning
- large deviations
- network security
- machine learning methods
- decision trees
- learning problems
- information security
- decision making
- sample complexity
- learning tasks
- vc dimension
- decision support system
- transfer learning
- learning models
- data sets
- information systems
- power plant
- loss function
- case based reasoning