Supervised learning with quantum-enhanced feature spaces.
Vojtech HavlícekAntonio D. CórcolesKristan TemmeAram W. HarrowAbhinav KandalaJerry M. ChowJay M. GambettaPublished in: Nat. (2019)
Keyphrases
- supervised learning
- feature space
- training set
- training samples
- unsupervised learning
- training data
- training examples
- reinforcement learning
- high dimensional
- active learning
- semi supervised learning
- machine learning
- supervised classification
- statistical learning
- learning tasks
- labeled data
- dimensionality reduction
- semi supervised
- feature vectors
- learning algorithm
- image representation
- unlabeled data
- learning problems
- sparse coding
- quantum computation
- nearest neighbor
- quantum computing
- supervised machine learning
- high dimensional feature space
- nearest neighbor search
- multiple features
- information retrieval
- hyperplane
- information systems
- class labels
- kernel function
- image processing
- data points
- neural network
- multi class