Laplacian Eigenmaps with variational circuits: a quantum embedding of graph data

Slimane Thabet, Jean-Francois Hullo

With the development of quantum algorithms, high-cost computations are being scrutinized in the hope of a quantum advantage. While graphs offer a convenient framework for multiple…