On the nonconvexity of some push-forward constraints and its consequences in machine learning.
Lucas de LaraMathis DeronzierAlberto González-SanzVirgile FoyPublished in: CoRR (2024)
Keyphrases
- machine learning
- pattern recognition
- decision trees
- knowledge acquisition
- real time
- learning algorithm
- bi directional
- constrained optimization
- text mining
- model selection
- data mining
- database
- learning problems
- information extraction
- machine learning methods
- linear constraints
- global constraints
- inductive learning
- learning tasks
- constraint satisfaction
- forward and backward
- support vector machine
- knowledge representation
- active learning
- evolutionary algorithm
- computer science
- knowledge base
- artificial intelligence
- neural network
- data sets