Marianne Hoogeveen: The physics of deep learning using tensor networks, Py Data New York City 2019

Tensor networks have been used in Physics to find efficient expressions of manybody quantum systems, describing systems from materials to holographic spacetime. As it happens, one can also use tensor networks in machine learning. Exploring the equivalence between these two affords us intuition on inductive bias, which is the set of assumptions that determine our choice of machine learning model. PyData is an educational program of NumFOCUS, a 501(c)3 nonprofit organization in the United S