Kernel Methods
2023 · 15 papers
A Hyperparameter Study for Quantum Kernel Methods
2023Egginger, Sakhenko, Lorenz
Kernel Methods
A Model for Circuit Execution Runtime And Its Implications for Quantum Kernels At Practical Data Set Sizes
2023Scholten et al.
Kernel Methods
A quantum-enhanced support vector machine for galaxy classification
2023Hassanshahi et al.
Kernel Methods
Higher-order topological kernels via quantum computation
2023Incudini, Martini, Di Pietro
Kernel Methods
Kernel Alignment for Quantum Support Vector Machines Using Genetic Algorithms
2023Creevey et al.
Kernel Methods
Kernel Learning by quantum annealer
2023Hasegawa, Oshiyama, Ohzeki
Kernel Methods
Pulsar Classification Comparing Quantum Convolutional Neural Networks and Quantum Support Vector Machines
2023Slabbert, Lourens, Petruccione
Kernel Methods
QKSAN A Quantum Kernel Self-Attention Network
2023Zhao, Shi, Li
Kernel Methods
Quantum Kernel Alignment with Stochastic Gradient Descent
2023Gentinetta et al.
Kernel Methods
Quantum Kernel Estimation With Neutral Atoms For Supervised Classification A Gate-Based Approach
2023Russo, Giuro, Montrucchio
Kernel Methods
Quantum Kernel Mixtures for Probabilistic Deep Learning
2023Gonzalez, Ramos-Pollan Gallego-Mejia
Kernel Methods
Quantum support vector data description for anomaly detection
2023Oh, Park
Kernel Methods
Quantum support vector machines for classification and regression on a trapped-ion quantum computer
2023Suzuki, Hasebe, Miyazaki
Kernel Methods
Semisupervised Anomaly Detection using Support Vector Regression with Quantum Kernel
2023Tscharke, Issel, Debus
Kernel Methods
Variational Quantum Linear Solver enhanced Quantum Support Vector Machine
2023Yi et al.
Kernel Methods