Density Fixing: Simple yet Effective Regularization Method based on the Class Prior

Masanari Kimura, Ryohei Izawa

Machine learning models suffer from overfitting, which is caused by a lack of labeled data. To tackle this problem, we proposed a framework of regularization methods, called densit…