Negative Log Likelihood Ratio Loss for Deep Neural Network Classification

Donglai Zhu, Hengshuai Yao, Bei Jiang +1

In deep neural network, the cross-entropy loss function is commonly used for classification. Minimizing cross-entropy is equivalent to maximizing likelihood under assumptions of un…