7.2k citations · 24.9k across the 107 of their papers we have counts for
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quant-ph2008★ 71 cited
Training a Binary Classifier with the Quantum Adiabatic Algorithm
Hartmut Neven, Vasil S. Denchev, Geordie Rose +1
This paper describes how to make the problem of binary classification amenable to quantum computing. A formulation is employed in which the binary classifier is constructed as a th…
quant-ph2008★ 56 cited
Image recognition with an adiabatic quantum computer I. Mapping to quadratic unconstrained binary optimization
Hartmut Neven, Geordie Rose, William G. Macready
Many artificial intelligence (AI) problems naturally map to NP-hard optimization problems. This has the interesting consequence that enabling human-level capability in machines oft…