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cs.LG2020
Inner Ensemble Networks: Average Ensemble as an Effective Regularizer
Abduallah Mohamed, Muhammed Mohaimin Sadiq, Ehab AlBadawy +2
We introduce Inner Ensemble Networks (IENs) which reduce the variance within the neural network itself without an increase in the model complexity. IENs utilize ensemble parameters…
cs.LG2018★ 1 cited
IEA: Inner Ensemble Average within a convolutional neural network
Abduallah Mohamed, Xinrui Hua, Xianda Zhou +1
Ensemble learning is a method of combining multiple trained models to improve model accuracy. We propose the usage of such methods, specifically ensemble average, inside Convolutio…