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MaxGain: Regularisation of Neural Networks by Constraining Activation Magnitudes
Effective regularisation of neural networks is essential to combat overfitting due to the large number of parameters involved.
Fast Metric Learning For Deep Neural Networks
Similarity metrics are a core component of many information retrieval and machine learning systems.
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