Translations:Overfitting and Regularization/40/en

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    • Srivastava, N. et al. (2014). "Dropout: A Simple Way to Prevent Neural Networks from Overfitting". JMLR, 15, 1929–1958.
    • Tibshirani, R. (1996). "Regression Shrinkage and Selection via the Lasso". JRSS Series B, 58(1), 267–288.
    • Goodfellow, I., Bengio, Y. and Courville, A. (2016). Deep Learning, Chapter 7. MIT Press.
    • Zhang, C. et al. (2017). "Understanding deep learning requires rethinking generalization". ICLR.
    • Shorten, C. and Khoshgoftaar, T. M. (2019). "A survey on Image Data Augmentation for Deep Learning". Journal of Big Data.