Improvements to Gradient Descent Methods for Quantum Tensor Network Machine Learning

Fergus Barratt, James Dborin, Lewis Wright

Tensor networks have demonstrated significant value for machine learning in a myriad of different applications. However, optimizing tensor networks using standard gradient descent…