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• W2972032089 abstract "A quantum generalization of Natural Gradient Descent is presented as part of a general-purpose optimization framework for variational quantum circuits. The optimization dynamics is interpreted as moving in the steepest descent direction with respect to the Quantum Information Geometry, corresponding to the real part of the Quantum Geometric Tensor (QGT), also known as the Fubini-Study metric tensor. An efficient algorithm is presented for computing a block-diagonal approximation to the Fubini-Study metric tensor for parametrized quantum circuits, which may be of independent interest." @default.
• W2972032089 created "2019-09-12" @default.
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• W2972032089 date "2020-05-25" @default.
• W2972032089 modified "2023-10-17" @default.
• W2972032089 title "Quantum Natural Gradient" @default.
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• W2972032089 doi "https://doi.org/10.22331/q-2020-05-25-269" @default.
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