6 citations · 6 across the 5 of their papers we have counts for
Showing 2018 · quant-phShow all
2 papers · 2 filters
quant-ph2018
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
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…