Optimization for Classical Machine Learning Problems on the GPU.
Sören LaueMark BlacherJoachim GiesenPublished in: CoRR (2022)
Keyphrases
- learning problems
- learning tasks
- convex optimization problems
- kernel methods
- supervised learning
- learning machines
- machine learning algorithms
- machine learning
- kernel machines
- semi supervised learning
- learning algorithm
- sample complexity
- computational learning theory
- statistical learning theory
- multi task learning
- pac learning
- reinforcement learning
- kernel based learning
- constrained optimization
- decision trees
- multiple kernel learning
- optimization problems
- information retrieval