Early Learning, Data Science, Noisy Labels.
classification. The paper, titled “Early-Learning Regularization Prevents Memorization of Noisy Labels”, proposes “a novel framework to perform classification via deep learning in the presence of noisy annotations.”[2]The research confirms that deep neural networks, when trained on noisy labels,