Quantum algorithms for Second-Order Cone Programming and Support Vector Machines

19 Aug 2019Iordanis KerenidisAnupam PrakashDániel Szilágyi

Second order cone programs (SOCPs) are a class of structured convex optimization problems that generalize linear programs. We present a quantum algorithm for SOCPs based on a quantum variant of the interior point method... (read more)

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