The paper introduces an abstract-interpretation framework with interval domains for formally verifying robustness of variational quantum circuit classifiers, and reports certified perturbation bounds on Iris and MNIST.
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Formal Verification of Variational Quantum Circuits
The paper introduces an abstract-interpretation framework with interval domains for formally verifying robustness of variational quantum circuit classifiers, and reports certified perturbation bounds on Iris and MNIST.