On the Super-exponential Quantum Speedup of Equivariant Quantum Machine Learning Algorithms with SU(d) Symmetry.
Han ZhengZimu LiJunyu LiuSergii StrelchukRisi KondorPublished in: CoRR (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- quantum computation
- learning problems
- predictive accuracy
- machine learning methods
- quantum inspired
- machine learning approaches
- quantum computing
- random forests
- machine learning systems
- quantum mechanics
- machine learning models
- learning tasks
- input features
- supervised learning algorithms
- active learning
- reinforcement learning
- data sets
- probability ranking principle
- multiclass classification
- transfer learning
- labeled data
- general purpose
- artificial neural networks
- pairwise
- data mining