Nonsmooth Implicit Differentiation for Machine Learning and Optimization.
Jérôme BolteTam LeEdouard PauwelsAntonio Silveti-FallsPublished in: CoRR (2021)
Keyphrases
- machine learning
- mathematical programming
- decision trees
- data mining
- machine learning methods
- optimization algorithm
- optimization approaches
- optimization method
- image restoration and reconstruction
- learning systems
- optimization problems
- pattern recognition
- feature selection
- artificial intelligence
- learning algorithm
- support vector machine
- computer science
- learning problems
- global optimization
- inductive learning
- optimization process
- constrained optimization
- text classification
- information extraction
- explanation based learning
- variational inequalities