Being Bayesian about Categorical Probability

Taejong Joo, Uijung Chung, Min-Gwan Seo

Abstract: Neural networks utilize the softmax as a building block in classification tasks, which contains an overconfidence problem and lacks an uncertainty representation ability. As a Bayesian alternative ...