Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines

Song Cheng, Jing Chen, Lei Wang

We compare and contrast the statistical physics and quantum physics inspired approaches for unsupervised generative modeling of classical data. The two approaches represent probabi…