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Forest Representation Learning Guided by Margin Distribution
In this paper, we reformulate the forest representation learning approach as an additive model which boosts the augmented feature instead of the prediction.
Optimal margin Distribution Network
Recent research about margin theory has proved that maximizing the minimum margin like support vector machines does not necessarily lead to better performance, and instead, it is crucial to optimize the margin distribution.
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