Graph kernels encoding features of all subgraphs by quantum superposition

HIGHLIGHTS

• who: Kaito Kishi and colleagues from the where u2225 u00b7 u2225, denotes the , normIn particular, for constant u03f5 and u03b4, we have that S=O(a/ log n). Therefore, the sample complexity of this classical method is O(a/ log n), whereas the u221a query complexity of the proposed quantum algorithm is O(a/ n). Hence, up to the difference of the sense of complexities, the proposed method has a clear computational advantage. Note that the inner product u27e8G have published the paper: Graph kernels encoding features of all subgraphs by quantum superposition, in the Journal: (JOURNAL . . .
  

   

  

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