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quant-ph2023
Probabilistic tensor optimization of quantum circuits for the max--cut problem
G. V. Paradezhenko, A. A. Pervishko, D. Yudin
We propose a technique for optimizing parameterized circuits in variational quantum algorithms based on the probabilistic tensor sampling optimization. This method allows one to re…
quant-ph2023
Tensor train optimization of parametrized quantum circuits
Georgii Paradezhenko, Anastasiia Pervishko, Dmitry Yudin
We examine a particular realization of derivative-free method as implemented on tensor train based optimization to the variational quantum eigensolver. As an example, we consider p…