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quant-ph2021★ 4 cited
Learnability of the output distributions of local quantum circuits
Marcel Hinsche, Marios Ioannou, Alexander Nietner +6
There is currently a large interest in understanding the potential advantages quantum devices can offer for probabilistic modelling. In this work we investigate, within two differe…
quant-ph2021★ 7 cited
Private learning implies quantum stability
Srinivasan Arunachalam, Yihui Quek, John Smolin
Learning an unknown -qubit quantum state is a fundamental challenge in quantum computing. Information-theoretically, it is known that tomography requires exponential in …