Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks

9 Apr 2020Kakeru MitsunoJunichi MiyaoTakio Kurita

In a deep neural network (DNN), the number of the parameters is usually huge to get high learning performances. For that reason, it costs a lot of memory and substantial computational resources, and also causes overfitting... (read more)

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