no code implementations • 13 Nov 2023 • Artur Miroszewski, Jakub Nalepa, Bertrand Le Saux, Jakub Mielczarek
In this paper, we investigate the application of QML in the field of remote sensing.
no code implementations • 14 Jul 2023 • Artur Miroszewski, Jakub Mielczarek, Filip Szczepanek, Grzegorz Czelusta, Bartosz Grabowski, Bertrand Le Saux, Jakub Nalepa
In this work, we consider extending classic SVMs with quantum kernels and applying them to satellite data analysis.
no code implementations • 26 Jun 2023 • Artur Miroszewski, Jakub Mielczarek, Filip Szczepanek, Grzegorz Czelusta, Bartosz Grabowski, Bertrand Le Saux, Jakub Nalepa
The optimization of Kernel-Target Alignment (TA) has been recently proposed as a way to reduce the number of hardware resources in quantum classifiers.
no code implementations • 16 Feb 2023 • Artur Miroszewski, Jakub Mielczarek, Grzegorz Czelusta, Filip Szczepanek, Bartosz Grabowski, Bertrand Le Saux, Jakub Nalepa
In this work, we consider extending classical SVMs with quantum kernels and applying them to satellite data analysis.