Fitting a collider in a quantum computer: tackling the challenges of quantum machine learning for big datasets.
Miguel Caçador PeixotoNuno Filipe CastroMiguel Crispim RomãoMaria Gabriela Jordão OliveiraInês OchoaPublished in: Frontiers Artif. Intell. (2023)
Keyphrases
- machine learning
- quantum computing
- quantum computation
- quantum inspired
- natural language processing
- logic circuits
- data analysis
- machine learning methods
- key issues
- quantum mechanics
- pattern recognition
- database
- feature selection
- learning algorithm
- data mining
- real world
- least squares
- text mining
- knowledge acquisition
- data sets
- probability ranking principle
- inductive learning
- learning tasks
- parameter estimation
- information extraction
- support vector machine
- knowledge discovery
- knowledge representation
- computer science
- information systems
- neural network