Efficiency of quantum vs. classical annealing in nonconvex learning problems.
Carlo BaldassiRiccardo ZecchinaPublished in: Proc. Natl. Acad. Sci. USA (2018)
Keyphrases
- learning problems
- learning tasks
- supervised learning
- kernel methods
- quantum computation
- learning algorithm
- machine learning algorithms
- machine learning
- semi supervised learning
- computational learning theory
- kernel based learning
- sample complexity
- statistical learning theory
- pac learning
- multi task learning
- simulated annealing
- convex optimization
- multi task
- image processing
- reinforcement learning
- semi supervised
- e learning
- text mining
- objective function