Optimization for Classical Machine Learning Problems on the GPU.
Sören LaueMark BlacherJoachim GiesenPublished in: AAAI (2022)
Keyphrases
- learning problems
- learning tasks
- convex optimization problems
- machine learning algorithms
- machine learning
- learning algorithm
- supervised learning
- kernel methods
- statistical learning theory
- kernel machines
- sample complexity
- multi task learning
- computational learning theory
- learning machines
- reinforcement learning
- kernel based learning
- semi supervised learning
- optimization problems
- classification accuracy
- multi task
- special case
- active learning
- pairwise
- object recognition
- multi class
- data mining
- structured sparsity