Reliable uncertainty estimate for antibiotic resistance classification with Stochastic Gradient Langevin Dynamics

Md-Nafiz Hamid, Iddo Friedberg

Antibiotic resistance monitoring is of paramount importance in the face of this on-going global epidemic. Deep learning models trained with traditional optimization algorithms (e.g…