Quantum Speed-Ups for Solving Semidefinite Programs
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Cites background from "Quantum Speed-Ups for Solving Semid..."
...Celebrated achievements over the years [3–7] have each ignited a flurry of activity in diverse applications from quantum algorithms [8–11] to quantum chemistry [12–18]....
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...Though certainly a stronger model than was previously considered, the inputs to many quantum machine learning as well as quantum semidefinite programming [11] applications are actually of this more restricted form, and are thus enhanced....
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References
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"Quantum Speed-Ups for Solving Semid..." refers methods in this paper
...We show this replacement is possible using Jaynes’ principle of maximum entropy [18], or more specifically a recent approximate version of it [19] with better control of parameters....
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"Quantum Speed-Ups for Solving Semid..." refers methods in this paper
...In the past 25 years a variety of quantum algorithms offering speed-ups over classical computations have been found, including Shor’s polynomial-time quantum algorithm for factoring [1] and Grover’s quantum algorithm for searching a database in time square-root its size [2]....
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