285 citations · 910 across the 13 of their papers we have counts for
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quant-ph2018★ 92 cited
Learning and Inference on Generative Adversarial Quantum Circuits
Jinfeng Zeng, Yufeng Wu, Jin-Guo Liu +2
Quantum mechanics is inherently probabilistic in light of Born's rule. Using quantum circuits as probabilistic generative models for classical data exploits their superior expressi…
quant-ph2018★ 285 cited
Differentiable Learning of Quantum Circuit Born Machine
Jin-Guo Liu, Lei Wang
Quantum circuit Born machines are generative models which represent the probability distribution of classical dataset as quantum pure states. Computational complexity consideration…