On the Information Theoretic Distance Measures and Bidirectional Helmholtz Machines

Mahdi Azarafrooz, Xuan Zhao, Sepehr Akhavan-Masouleh

By establishing a connection between bi-directional Helmholtz machines and information theory, we propose a generalized Helmholtz machine. Theoretical and experimental results show…