Dropout vs. batch normalization: an empirical study of their impact to deep learning - Garbin, Christian; Zhu, Xingquan; Marques, Oge (Multimedia tools and applications, 2020)
Keywords: Artificial neural networks; Computer Communication Networks; Computer programming; Computer Science; Data Structures and Information Theory; Deep learning; Experimentation; Machine learning; Model accuracy; Multimedia Information Systems; Neural networks; Smartphones; Special Purpose and Application-Based Systems; Training; Tuning; Deep learning; Regularization; Batch normalization; Optimization; Overfitting; Dropout