Ignacio Cirac

Expressive power of tensor-network factorizations for probabilistic modeling

Tensor-network techniques have recently proven useful in machine learning, both as a tool for the formulation of new learning algorithms and for enhancing the mathematical understanding of existing methods. Inspired by these developments, and the natural correspondence between tensor networks and pr…