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Specialized minimizers for variational circuits #235

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DiegoGM91 opened this issue Sep 9, 2020 · 1 comment
Open

Specialized minimizers for variational circuits #235

DiegoGM91 opened this issue Sep 9, 2020 · 1 comment
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enhancement New feature or request

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@DiegoGM91
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As discussed today, it may be a good idea to incorporate some specialized/customized minimizers for variational circuits.

Here I leave some references where they are introduced or benchmarked.

Quantum Natural Gradient

Avoiding local minima in variational quantum eigensolvers with the natural gradient optimizer

Quantum Analytic Descent
@DiegoGM91 DiegoGM91 added the enhancement New feature or request label Sep 9, 2020
@scarrazza
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cc @MatteoRobbiati in view of annealers and psr.

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@scarrazza @DiegoGM91