Amended Cross Entropy Cost: Framework For Explicit Diversity Encouragement

Ron Shoham, Haim Permuter

Cross Entropy (CE) has an important role in machine learning and, in particular, in neural networks. It is commonly used in neural networks as the cost between the known distributi…