Efficient Generative Modeling with Unitary Matrix Product States Using Riemannian Optimization

Haotong Duan, Zhongming Chen, Ngai Wong

Tensor networks, which are originally developed for characterizing complex quantum many-body systems, have recently emerged as a powerful framework for capturing high-dimensional p…