Generalization Error in Quantum Machine Learning in the Presence of Sampling Noise

Fangjun Hu, Xun Gao

Tackling output sampling noise due to finite shots of quantum measurement is an unavoidable challenge when extracting information in machine learning with physical systems. A techn…