98 citations · 237 across the 9 of their papers we have counts for
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quant-ph2022★ 21 cited
Numerical evidence against advantage with quantum fidelity kernels on classical data
Lucas Slattery, Ruslan Shaydulin, Shouvanik Chakrabarti +3
Quantum machine learning techniques are commonly considered one of the most promising candidates for demonstrating practical quantum advantage. In particular, quantum kernel method…
cs.LG2022
Multifidelity Reinforcement Learning with Control Variates
Sami Khairy, Prasanna Balaprakash
In many computational science and engineering applications, the output of a system of interest corresponding to a given input can be queried at different levels of fidelity with di…