DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

Damien Dablain, Bartosz Krawczyk, Nitesh V. Chawla

Despite over two decades of progress, imbalanced data is still considered a significant challenge for contemporary machine learning models. Modern advances in deep learning have ma…