59 citations · 89 across the 4 of their papers we have counts for
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quant-ph2021★ 7 cited
Rademacher complexity of noisy quantum circuits
Kaifeng Bu, Dax Enshan Koh, Lu Li +2
Noise in quantum systems is a major obstacle to implementing many quantum algorithms on large quantum circuits. In this work, we study the effects of noise on the Rademacher comple…
quant-ph2021★ 17 cited
Effects of quantum resources on the statistical complexity of quantum circuits
Kaifeng Bu, Dax Enshan Koh, Lu Li +2
We investigate how the addition of quantum resources changes the statistical complexity of quantum circuits by utilizing the framework of quantum resource theories. Measures of sta…
quant-ph2021★ 59 cited
On the statistical complexity of quantum circuits
Kaifeng Bu, Dax Enshan Koh, Lu Li +2
In theoretical machine learning, the statistical complexity is a notion that measures the richness of a hypothesis space. In this work, we apply a particular measure of statistical…