Adaptive stochastic resonance

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Theoretical evidence for adversarial robustness through randomization: the case of the Exponential family (2019, methodology): “Injecting noise into algorithms to improve their robustness has been used for ages in detection and signal processing tasks [46, 7, 30].”
Noise-enhanced performance for an optimal Bayesian estimator (2004, background): “STOCHASTIC resonance, in a general sense, can be described as a phenomenon by which some processing done on a signal can benefit from the presence of noise [1], [2].”