Sökning: "Quantum Support Vector Machine"
Hittade 3 uppsatser innehållade orden Quantum Support Vector Machine.
1. An Evaluation of Classical and Quantum Kernels for Machine Learning Classifiers
Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Quantum computing is an emerging field with potential applications in machine learning. This research project aimed to compare the performance of a quantum kernel to that of a classical kernel in machine learning binary classification tasks. LÄS MER
2. The Role of Data in Projected Quantum Kernels: The Higgs Boson Discrimination
Master-uppsats, KTH/FysikSammanfattning : The development of quantum machine learning is bridging the way to fault tolerant quantum computation by providing algorithms running on the current noisy intermediate scale quantum devices.However, it is difficult to find use-cases where quantum computers exceed their classical counterpart. LÄS MER
3. Support Vector Machines on Noisy Intermediate-Scale Quantum Computers
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Support vector machine algorithms are considered essential for the implementationof automation in a radio access network. Specifically, they are critical inthe prediction of the quality of user experience for video streaming based ondevice and network-level metrics. LÄS MER