Dropout: A Simple Way to Prevent Neural Networks from Overfitting

Journal of Machine Learning Research 2014 Nitish SrivastavaGeoffrey HintonAlex KrizhevskyIlya SutskeverRuslan Salakhutdinov

Deep neural nets with a large number of parameters are very powerful machine learning systems. However, overfitting is a serious problem in such networks... (read more)

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