The paper reviews noise sources in photonic quantum machine learning, their algorithm-specific impacts on accuracy and training, and strategies for mitigation.
Prescription for experimental determination of the dynamics of a quantum black box.Journal of Modern Optics, 44(11-12):2455–2467
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Noise Models Impacts and Mitigation Strategies in Photonic Quantum Machine Learning
The paper reviews noise sources in photonic quantum machine learning, their algorithm-specific impacts on accuracy and training, and strategies for mitigation.