3 papers
cs.CV2023
Cloud Detection in Multispectral Satellite Images Using Support Vector Machines With Quantum Kernels
Artur Miroszewski, Jakub Mielczarek, Filip Szczepanek +4
Support vector machines (SVMs) are a well-established classifier effectively deployed in an array of pattern recognition and classification tasks. In this work, we consider extendi…
gr-qc2023
Quantum circuits for the Ising spin networks
Grzegorz Czelusta, Jakub Mielczarek
Spin network states are a powerful tool for constructing the gauge theories on a graph. In loop quantum gravity (LQG), they have yielded many promising predictions, althoug…
cs.CV2023
Detecting Clouds in Multispectral Satellite Images Using Quantum-Kernel Support Vector Machines
Artur Miroszewski, Jakub Mielczarek, Grzegorz Czelusta +4
Support vector machines (SVMs) are a well-established classifier effectively deployed in an array of classification tasks. In this work, we consider extending classical SVMs with q…