Encoding-dependent generalization bounds for parametrized quantum circuits.
Matthias C. CaroElies Gil-FusterJohannes Jakob MeyerJens EisertRyan SwekePublished in: CoRR (2021)
Keyphrases
- generalization bounds
- quantum computing
- data dependent
- learning theory
- generalization ability
- model selection
- convex combinations
- learning problems
- ranking algorithm
- vc dimension
- statistical learning theory
- linear classifiers
- ranking functions
- learning machines
- real valued
- machine learning
- cross validation
- web search
- supervised learning
- artificial neural networks
- pattern recognition
- support vector
- information retrieval