Knowledge-Based Distant Regularization in Learning Probabilistic Models

Naoya Takeishi, Kosuke Akimoto

Exploiting the appropriate inductive bias based on the knowledge of data is essential for achieving good performance in statistical machine learning. In practice, however, the doma…