An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family

16 Nov 2015Alexandre de BrébissonPascal Vincent

In a multi-class classification problem, it is standard to model the output of a neural network as a categorical distribution conditioned on the inputs. The output must therefore be positive and sum to one, which is traditionally enforced by a softmax... (read more)

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