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quant-ph2023★ 1 cited
A Unified Framework for Trace-induced Quantum Kernels
Beng Yee Gan, Daniel Leykam, Supanut Thanasilp
Quantum kernel methods are promising candidates for achieving a practical quantum advantage for certain machine learning tasks. Similar to classical machine learning, an exact form…
quant-ph2023
Landscape approximation of low energy solutions to binary optimization problems
Benjamin Y. L. Tan, Beng Yee Gan, Daniel Leykam +1
We show how the localization landscape, originally introduced to bound low energy eigenstates of disordered wave media and many-body quantum systems, can form the basis for hardwar…