Some aspects of noise in binary classification with quantum circuits

Yonghoon Lee, Doga Murat Kurkcuoglu, Gabriel Nathan Perdue

We formally study the effects of a restricted single-qubit noise model inspired by real quantum hardware, and corruption in quantum training data, on the performance of binary clas…