Towards algorithms and models that we can trust: A theoretical perspective.
Luca OnetoSandro RidellaDavide AnguitaPublished in: Neurocomputing (2024)
Keyphrases
- theoretical analysis
- times faster
- computational complexity
- significant improvement
- computational cost
- learning algorithm
- discrete data
- machine learning algorithms
- free parameters
- complexity analysis
- data mining algorithms
- mathematical models
- theoretical models
- machine learning
- linear models
- evaluation metrics
- learning models
- recently developed
- computational efficiency
- experimental data
- statistical model
- orders of magnitude
- model selection
- data structure