Large networks are also slow to use, making it difficult to deal with overfitting by combining the predictions of many different large neural nets at test time. Nitish Srivastava, et al., "Dropout: A Simple Way to Prevent Neural Networks f…

However, overfitting is a serious problem in such networks. Nitish Srivastava, et al., "Dropout: A Simple Way to Prevent Neural Networks from Overfitting" http://jmlr.org/papers/volume15/srivastava14a/srivastava14a.pdf ノードをランダムに消…

Deep neural nets with a large number of parameters are very powerful machine learning systems. Nitish Srivastava, et al., "Dropout: A Simple Way to Prevent Neural Networks from Overfitting" http://jmlr.org/papers/volume15/srivastava14a/sri…