Gradient Information for Representation and Modeling

Jie Ding, Robert Calderbank, Vahid Tarokh

Neural Information Processing Systems 

Some commonly used objective loss function such as cross-entropy loss for classification and squared loss for regression can be regarded as special cases of the logarithmic loss function.

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