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Discovery of connectivity-trainability trade-off of IQP Circuits for Hamiltonian Optimization

Nguyen, Quoc Chuong
arXiv (All) · Papers
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data-analysisnumerical-analysisquantum-physicssocial-and-information-networksstatistics-and-probability
Instantaneous Quantum Polynomial-time (IQP) circuits are promising candidates for near-term quantum advantage due to the conjectured classical hardness of their sampling task. However, their capabilities for optimization remain largely unexplored. We present a systematic investigation of the perform
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