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quant-ph2022★ 1 cited
Quark: A Gradient-Free Quantum Learning Framework for Classification Tasks
Zhihao Zhang, Zhuoming Chen, Heyang Huang +1
As more practical and scalable quantum computers emerge, much attention has been focused on realizing quantum supremacy in machine learning. Existing quantum ML methods either (1)…
quant-ph2021★ 13 cited
Quanto: Optimizing Quantum Circuits with Automatic Generation of Circuit Identities
Jessica Pointing, Oded Padon, Zhihao Jia +4
Existing quantum compilers focus on mapping a logical quantum circuit to a quantum device and its native quantum gates. Only simple circuit identities are used to optimize the quan…