Resource frugal optimizer for quantum machine learning.
Charles MoussaMax Hunter GordonMichal BaczykMarco CerezoLukasz CincioPatrick J. ColesPublished in: CoRR (2022)
Keyphrases
- machine learning
- pattern recognition
- resource allocation
- learning algorithm
- text classification
- resource management
- data mining
- machine learning methods
- machine learning algorithms
- text mining
- supervised learning
- information extraction
- knowledge acquisition
- active learning
- decision trees
- optimization algorithm
- quantum inspired
- database
- quantum computation
- natural language processing
- reinforcement learning
- feature selection
- neural network
- computational intelligence
- computer vision
- quantum computing
- channel capacity
- resource constraints
- information resources
- inductive learning
- kernel methods
- statistical methods
- computer science
- query optimization
- data analysis
- knowledge discovery
- support vector machine