The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning.
Massimiliano IncudiniMichele GrossiAntonio MandarinoSofia VallecorsaAlessandra Di PierroDavid WindridgePublished in: CoRR (2022)
Keyphrases
- machine learning
- quantum computing
- quantum computation
- kernel methods
- quantum inspired
- quantum mechanics
- neural network
- classification and regression problems
- channel capacity
- kernel function
- probability ranking principle
- text mining
- feature space
- pattern recognition
- feature extraction
- learning algorithm
- data mining
- information extraction
- machine learning algorithms
- kernel regression
- reinforcement learning
- logic circuits
- similarity measure
- artificial intelligence
- quantum genetic algorithm
- genetic algorithm